<nodes> <node id="689619">  <title><![CDATA[11th Annual Three Minute Thesis Competition: Our 2026 Winners, Announced]]></title>  <uid>36872</uid>  <body><![CDATA[<div><p>Georgia Tech's 11th annual Three Minute Thesis (3MT) competition took place on Tuesday, April 7th, where 12 scholars presented their innovative research in just three minutes to a non-specialist audience. After five preliminary rounds and Tuesday’s climactic competition, five graduate students were named winners and awarded research travel grants.&nbsp;</p></div><div><p>Congratulations to our 2026 Three Minute Thesis Winners:&nbsp;</p></div><div><p><strong>Overall Ph.D. Winner - $2,000 travel grant</strong>&nbsp;</p></div><div><p>Shreya Kothari, Ph.D. Biological Sciences&nbsp;</p></div><div><p><em>Harnessing Nature's Helpers: Discovering Bioemulsifiers to Help Clean Up Future Oil Spills</em>&nbsp;</p></div><div><p><strong>First Runner-Up - $1,500 travel grant</strong>&nbsp;</p></div><div><p>Shehan Parmar, Ph.D. Chemistry&nbsp;</p></div><div><p><em>Discovering Thermoresponsive Ionic Liquids for Water Desalination</em>&nbsp;</p></div><div><p><strong>Second Runner-Up - $1,000 travel grant</strong>&nbsp;</p></div><div><p>Richard Asiamah, Ph.D. Electrical and Computer Engineering&nbsp;</p></div><div><p><em>Development and Applications of Synthetic Electric Grid Models for Underrepresented Regions</em>&nbsp;</p></div><div><p><strong>Master's Winner - $1,000 travel grant</strong>&nbsp;</p></div><div><p>Jinchu Li, MS, Computer Science&nbsp;</p></div><div><p><em>Predicting New Concept-Object Associations in Astronomy by Mining the Literature</em>&nbsp;</p></div><div><p><strong>People's Choice Award Winner - $500 travel grant</strong>&nbsp;</p></div><div><p>Hari Sridhara, Ph.D. Materials Science and Engineering&nbsp;</p></div><div><p><em>Solid-State Batteries: A Stronger and Safer Energy Storage Technology</em>&nbsp;</p></div><div><p>The Office of Graduate and Postdoctoral Education coordinates Tech’s 3MT competition in partnership with the Center for Teaching and Learning (CTL), the Naugle Writing and Communications Center, and the Language Institute. For more information about this year’s 3MT Competition, visit <a href="https://grad.gatech.edu/3mt" rel="noreferrer noopener" target="_blank"><strong>grad.gatech.edu/3mt</strong></a>.&nbsp;</p></div><div><p>&nbsp;</p></div>]]></body>  <author>fkhan47</author>  <status>1</status>  <created>1775836135</created>  <gmt_created>2026-04-10 15:48:55</gmt_created>  <changed>1776781527</changed>  <gmt_changed>2026-04-21 14:25:27</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[2026 3MT Competition Winners]]></teaser>  <type>news</type>  <sentence><![CDATA[2026 3MT Competition Winners]]></sentence>  <summary><![CDATA[<p>Five graduate students emerge victorious at Georgia Tech's 11th annual Three Minute Thesis (3MT) competition on Tuesday, April 7th.</p>]]></summary>  <dateline>2026-04-13T00:00:00-04:00</dateline>  <iso_dateline>2026-04-13T00:00:00-04:00</iso_dateline>  <gmt_dateline>2026-04-13 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[fkhan47@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Faria Khan&nbsp;</p><p>Communications Officer I&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p><p>fkhan47@gatech.edu</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679940</item>      </media>  <hg_media>          <item>          <nid>679940</nid>          <type>image</type>          <title><![CDATA[3MT Winners]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[26-R10410-P118-099.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/04/14/26-R10410-P118-099.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/04/14/26-R10410-P118-099.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/04/14/26-R10410-P118-099.jpg?itok=VGtg-RaZ]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[From left to right, Assistant Vice Provost, Jana Stone, winners Shehan Parmar, Jinchu Li, Hari Sridhara, Richard Asiamah, Shreya Kothari, and Vice Provost Bonnie Ferri ]]></image_alt>                    <created>1776171862</created>          <gmt_created>2026-04-14 13:04:22</gmt_created>          <changed>1776172050</changed>          <gmt_changed>2026-04-14 13:07:30</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="1278"><![CDATA[College of Sciences]]></group>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="1275"><![CDATA[School of Biological Sciences]]></group>          <group id="85951"><![CDATA[School of Chemistry and Biochemistry]]></group>      </groups>  <categories>          <category tid="193158"><![CDATA[Student Competition Winners (academic, innovation, and research)]]></category>      </categories>  <news_terms>          <term tid="193158"><![CDATA[Student Competition Winners (academic, innovation, and research)]]></term>      </news_terms>  <keywords>          <keyword tid="175447"><![CDATA[Three Minute Thesis 3MT]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="689797">  <title><![CDATA[James Black promoted Executive Director of Graduate Student Success ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>James Black, Senior Academic Professional in the Office of Graduate Education, has been promoted to Executive Director of Graduate Student Success. In his new role, he provides strategic leadership for initiatives that enhance the graduate student experience and oversees a portfolio of services supporting the Institute’s nearly 34,000 master’s and doctoral students. These services include Institute-level orientation and onboarding, graduate student hiring, fellowship administration, thesis and dissertation processing, and the new graduate advising platform Navigate360.&nbsp;</p><p>Black brings more than a decade of progressive leadership experience within the Office of Graduate Education, where he has advanced through several key roles since joining the office in 2015. Most recently, he served as Director of Student and Academic Affairs and previously held positions as the Assistant Director of Strategic Initiatives and Grad Life (2020 - 2022) and Special Projects Coordinator (2015-2020). His time in OGE reflects a deep institutional knowledge and a proven commitment to strengthening graduate education at Georgia Tech in partnership with graduate programs, faculty, and students.&nbsp;</p><p>Black is a recognized advocate for graduate student success and has received multiple honors and awards for his leadership and service, including the Graduate Student Government Association (SGA) Administrator of the Year Award (2023) and the Graduate SGA Friend of the Graduate Student Award (2016). He served as president of the Georgia Council of Graduate Schools for the 2024-2025 term and remains actively engaged in faculty governance by currently representing the Services and Central Administration in the Academic Faculty Senate.</p><p>Black is the founder of GT6000, Georgia Tech’s small group, peer-led extended orientation program for first-year graduate students. As of fall 2025, GT6000 has supported over 3,500 graduate students in building community, accessing resources, and navigating their transition into graduate studies at Tech. The impactful, innovative approach of GT6000 to support the graduate student experience earned national recognition, receiving the 2025 "Promising Practices in Graduate and Professional Student Services Award” from the NASPA Administrators in Graduate and Professional Student Services (AGAPPS) Knowledge Community.</p><p>Black completed his Ph.D. in Mechanical Engineering at Georgia Tech, researching a novel droplet levitation technique utilizing a fluid property called thermocapillarity. He earned his Bachelor of Science in Mechanical Engineering from Florida State University.&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1776364862</created>  <gmt_created>2026-04-16 18:41:02</gmt_created>  <changed>1776364922</changed>  <gmt_changed>2026-04-16 18:42:02</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[James Black has been promoted to Executive Director of Graduate Student Success, where he leads strategic initiatives and oversees key services that support the experience of Georgia Tech’s nearly 34,000 graduate students.]]></teaser>  <type>news</type>  <sentence><![CDATA[James Black has been promoted to Executive Director of Graduate Student Success, where he leads strategic initiatives and oversees key services that support the experience of Georgia Tech’s nearly 34,000 graduate students.]]></sentence>  <summary><![CDATA[<p>James Black has been promoted to Executive Director of Graduate Student Success, where he leads strategic initiatives and oversees key services that support the experience of Georgia Tech’s nearly 34,000 graduate students.</p>]]></summary>  <dateline>2026-04-16T00:00:00-04:00</dateline>  <iso_dateline>2026-04-16T00:00:00-04:00</iso_dateline>  <gmt_dateline>2026-04-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill |Marketing &amp; Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679973</item>      </media>  <hg_media>          <item>          <nid>679973</nid>          <type>image</type>          <title><![CDATA[James Black, Ph.D. Executive Director of Graduate Student Success ]]></title>          <body><![CDATA[<p>Photographed: James Black, Ph.D. | Executive DIrector of Graduate Student Success</p>]]></body>                      <image_name><![CDATA[james_black_resized.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/04/16/james_black_resized.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/04/16/james_black_resized.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/04/16/james_black_resized.jpg?itok=B3EllmUE]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photographed above: James Black, Ph.D. ]]></image_alt>                    <created>1776363403</created>          <gmt_created>2026-04-16 18:16:43</gmt_created>          <changed>1776363792</changed>          <gmt_changed>2026-04-16 18:23:12</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="195040"><![CDATA[Graduate Student Success]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="688852">  <title><![CDATA[2026 Three Minute Thesis Finalists Announced ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>In last week’s preliminary round, 74 PhD and master’s students demonstrated their ability to convey their complex research in compelling three-minute presentations. Twelve competitors will advance to the final competition, where they will present their talks on Tuesday, April 7, 2026.</p><p>The Office of Graduate Education extends our heartfelt appreciation to all the participants in this year’s preliminary round. The dedication, preparation, and passion displayed by every competitor made this selection process incredibly challenging. Crafting a 3MT talk is no easy feat, and all who took part should be proud of their achievement.&nbsp;</p><p>This year’s finalists represent a wide range of disciplines across campus.&nbsp;</p><h3>Congratulations to the 2026 3MT Finalists:</h3><p>Richard Asiamah, Electrical and Computer Engineering, PhD</p><p>Rosemary Barrass, Machine Learning, PhD</p><p>Hyuck Choi, Chemical Engineering, PhD</p><p>Joe Domaleski, OMS - Analytics, MS</p><p>Makayla Garner, Bioengineering, PhD</p><p>Paul Horton, Machine Learning, PhD</p><p>Shreya Kothari, Biological Sciences, PhD</p><p>Jinchu Li, Computer Science, MS</p><p>Himadri Pandey, Machine Learning, PhD</p><p>Shehan Parmar, Chemistry, PhD</p><p>Morgan Polk, Chemistry, PhD</p><p>Hari Sridhara, Materials Science &amp; Engineering, PhD</p><p>The Georgia Tech community is invited to attend the final competition in person on Tuesday, April 7, 2026, at 5:30 p.m. in the Ehmer Theater inside the John Lewis Student Center. 3MT will also be streamed online (<a href="https://gatech.zoom.us/j/99276332940">view the live stream</a>). Audience members and online viewers will vote for their favorite presenter to win the coveted People’s Choice Award.</p><p>The Three Minute Thesis Competition is coordinated by the Office of Graduate and Postdoctoral Education (GPE) in partnership with the Center for Teaching and Learning (CTL), the Naugle Writing and Communications Center, and the Language Institute. For more information, please visit <a href="https://grad.gatech.edu/3mt/final-competition">3MT Final Competition</a>.</p><p>&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1773240445</created>  <gmt_created>2026-03-11 14:47:25</gmt_created>  <changed>1776197486</changed>  <gmt_changed>2026-04-14 20:11:26</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Twelve Georgia Tech graduate students advance to the 11th annual Three Minute Thesis (3MT) Competition.]]></teaser>  <type>news</type>  <sentence><![CDATA[Twelve Georgia Tech graduate students advance to the 11th annual Three Minute Thesis (3MT) Competition.]]></sentence>  <summary><![CDATA[<p>Twelve Georgia Tech graduate students advance to the 11th annual Three Minute Thesis (3MT) Competition.</p>]]></summary>  <dateline>2026-03-11T00:00:00-04:00</dateline>  <iso_dateline>2026-03-11T00:00:00-04:00</iso_dateline>  <gmt_dateline>2026-03-11 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill</p><p>Communications and Marketing Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679641</item>      </media>  <hg_media>          <item>          <nid>679641</nid>          <type>image</type>          <title><![CDATA[2026 Three Minute Thesis (3MT) Finalists.2 ]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[2026-3MT-Finalists.2.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/03/16/2026-3MT-Finalists.2.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/03/16/2026-3MT-Finalists.2.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/03/16/2026-3MT-Finalists.2.png?itok=L6VBR5AC]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Twelve graduate student finalists in the 2026 Three Minute Thesis (3MT) Competition]]></image_alt>                    <created>1773671739</created>          <gmt_created>2026-03-16 14:35:39</gmt_created>          <changed>1773671808</changed>          <gmt_changed>2026-03-16 14:36:48</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="137821"><![CDATA[3MT]]></keyword>          <keyword tid="172662"><![CDATA[Three Minute Thesis]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="190936"><![CDATA[Graduate and Postdoctoral Education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="651313">  <title><![CDATA[Document Outlines Advisor and Advisee Expectations]]></title>  <uid>35631</uid>  <body><![CDATA[<p><strong>Article by Emma Ryan</strong></p><p>Working with your advisor, there will be good moments and challenging moments. Thankfully, there's a resource available to help you navigate the ups and downs of your relationship.&nbsp;&nbsp;</p><p>"The Mutual Expectations of Research Advisors and Advisees Document recognizes how vital the advisor-advisee relationship is," said Bonnie Ferri, vice provost for Graduate Education and Faculty Development. "We hope that you'll take the time to go through it with your advisor to find ways for you to work together in a more healthy and productive manner.”&nbsp;</p><p>The document, which was developed in 2016, sets forth guidelines for both you and your advisors and faculty members. The document has been approved by both Graduate Student Government and Tech’s Faculty Governance. &nbsp;</p><p>Here are a few&nbsp;expectations for advisors outlined in the document:&nbsp;&nbsp;</p><ul><li>Respect as a person, student, and employee. </li><li>Open and clear communications. </li><li>Guidance on research, degree completion, and career. &nbsp;</li></ul><p>And here are a few expectations outlined for advisees:</p><ul><li>Respect as a person and professor. &nbsp;</li><li>Open and clear communications. &nbsp;</li><li>Productivity and commitment to progressing through degree programs. &nbsp;</li><li>Responsibility for resources, standards, materials, documents, etc.</li><li>Teamwork.</li></ul><p>To read the full document, see <a href="https://catalog.gatech.edu/academics/graduate/expectations/">Expectations of Advisors and Advisees</a>.</p>]]></body>  <author>eryan32</author>  <status>1</status>  <created>1633099094</created>  <gmt_created>2021-10-01 14:38:14</gmt_created>  <changed>1774303240</changed>  <gmt_changed>2026-03-23 22:00:40</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[This document sets guidelines for advisors and advisees to create a mutually beneficial relationship. ]]></teaser>  <type>news</type>  <sentence><![CDATA[This document sets guidelines for advisors and advisees to create a mutually beneficial relationship. ]]></sentence>  <summary><![CDATA[<p>This document sets guidelines for advisors and advisees to create a mutually beneficial relationship.&nbsp;</p>]]></summary>  <dateline>2021-10-01T00:00:00-04:00</dateline>  <iso_dateline>2021-10-01T00:00:00-04:00</iso_dateline>  <gmt_dateline>2021-10-01 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:marla.bruner@grad.gatech.edu">Marla Bruner</a><br>Office of&nbsp;Graduate Studies</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>596813</item>      </media>  <hg_media>          <item>          <nid>596813</nid>          <type>image</type>          <title><![CDATA[Graduate Student Research ]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[09E2048-P1-015[1].jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/images/09E2048-P1-015%5B1%5D.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/09E2048-P1-015%5B1%5D.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/09E2048-P1-015%255B1%255D.jpg?itok=twTM_La9]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Graduate Student Conducting Research]]></image_alt>                    <created>1506978978</created>          <gmt_created>2017-10-02 21:16:18</gmt_created>          <changed>1507034374</changed>          <gmt_changed>2017-10-03 12:39:34</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="652854">  <title><![CDATA[7 Ways to Level Up Your Networking Game]]></title>  <uid>35631</uid>  <body><![CDATA[<p><strong>Article by Emma Ryan</strong></p><p>You know that networking is important for building your career. But, when it comes to this professional development skill, what are the strategies for success? &nbsp;</p><p>“Networking is important for all professionals — but especially for graduate students who are often trying to make the next leap in their career.” said Lanie Damon, a graduate career development advisor. “Networking is the foundational skill that you need to find internships and research assistantships, identify mentors, and connect with potential employers.” &nbsp;</p><p>If you’re looking for ways to expand your circle and secure your next job or internship, check out these seven tips from career professionals at Georgia Tech.&nbsp;</p><p><strong>1. Use LinkedIn strategically.</strong> There are several ways to maximize your time on LinkedIn. (For information on how to improve your profile, see <a href="https://grad.gatech.edu/news/8-tips-top-notch-linkedin-profile" target="_blank">8 Tips for a Top-notch LinkedIn Profile</a>). Here are a few strategies:</p><ul><li>Use Tech’s<a href="https://www.linkedin.com/school/georgia-institute-of-technology/people/" target="_blank"> organizational page</a>&nbsp;to research and reach out to alumni in your field via the “Alumni” tab. Send&nbsp;them a personalized note with your connection invite and follow&nbsp;up at least once if you don’t hear back, Damon said. </li><li>Look at your network’s past work experience to see if any of your connections have worked at companies that you’re interested in. If they have, reach out to them to talk about their experience and potentially get a foot in the door. “You can limit yourself by only making attempts to connect with someone high up in the organization, like the CEO,” added Lydia Pendleton, corporate relations manager in Aerospace Engineering. “Look to connect with people within the company who might be more accessible, such as alumni, classmates, or recruiters.” </li><li>Use LinkedIn boldly when networking, said Ann Blasick, a career coach and corporate relations manager for the Master of Science in Analytics in Industrial and Systems Engineering. Once you’ve found people in the types of job you’re interested in, Blasick says to reach out confidently and ask for a short (around 30 minutes) networking chat. “The worst-case scenario is someone won’t respond back; the best-case is that someone will offer great advice and even a job referral,” Blasick added. &nbsp;</li><li>Follow influential figures in your industry, and post and repost content relevant to your field. Damon also pointed out that companies are interested in you as a whole person, not just a professional.&nbsp;So, don’t be afraid to post things that you're&nbsp;personally passionate about as a way for people to get to know you better. &nbsp;</li></ul><p><strong>2. Do your research and look for commonalities.</strong> When you connect with a potential mentor or recruiter, take the time to learn more about their professional journey, Pendleton said. Those insights can help get the conversation started. For example,&nbsp;you could reach out to that person and say, "Hi Sandra, the article you wrote on (bears in the wild) was thought provoking. I’m writing a thesis on (wild bears living in tiny homes), which ties into the research you've done. I’d love to connect with you and exchange ideas," Pendleton said.&nbsp;&nbsp;</p><p><strong>3. Focus on learning, not selling</strong>. When you’re communicating with your network, Blasick said to focus on listening and asking questions vs. talking about yourself. “Your goal in a networking conversation is not to sell yourself but rather to be curious, and gain advice and information on the job you’re interested in,” she said. &nbsp;</p><p><strong>4. Take advantage of LinkedIn Learning.</strong> Tech students have access to <a href="https://linkedinlearning.gatech.edu/" target="_blank">free LinkedIn Learning courses</a>. The platform offers courses on topics ranging from UX/UI design to Python and Java. “Even though you’re coming from a well-respected institution, these badges allow you to demonstrate a wider variety of skills,” Damon said.&nbsp;</p><p><strong>5. Practice networking with the people around you.</strong> “If networking doesn’t come naturally to you, then it’s a skill that you can acquire,” Damon said. She recommends looking for ways to get involved on campus, whether through student organizations, volunteer opportunities, information sessions, or professor’s office hours. “You never know who is going to be able to help you along the way,” Damon said. “So, take advantage of opportunities to meet people — it’s easy to network with people who share an interest with you.” &nbsp;</p><p><strong>6. Find and join professional associations. </strong>Organizations like the <a href="https://gatech.campuslabs.com/engage/organization/institute-of-electrical-and-electronics-engineers" target="_blank">Institute of Electrical and Electronics Engineers</a>&nbsp;and the <a href="https://gatech.campuslabs.com/engage/organization/industrial-designers-society-of-america" target="_blank">Industrial Designers Society of America</a>&nbsp;will give you access to career pages, networking events, and professionals who are willing to help you out. To find professional associations to join, Damon said to check out organizations on <a href="https://gatech.campuslabs.com/engage/" target="_blank">Engage @ GT</a>, and connect with subject experts at the<a href="https://www.library.gatech.edu/experts" target="_blank"> Library</a>. You can also join organizations specifically for graduate students, such as the <a href="http://www.swe.gtorg.gatech.edu/gradswe/" target="_blank">Grad Society of Women Engineers</a>, the <a href="https://achegs.chbe.gatech.edu" target="_blank">Association of Chemical Engineer Graduate Students</a>, and&nbsp;the <a href="https://gatech.campuslabs.com/engage/organization/phd-2-consulting-club" target="_blank">PhD 2&nbsp;Consulting Club</a>.&nbsp;</p><p><strong>7. Read </strong><em><strong>The 2-Hour Job Search</strong></em><strong>&nbsp;by Steve Dalton for a practical step-by-step approach</strong>. “Dalton points out that when networking, you’ll encounter three types of people: curmudgeons, obligates, and boosters,” Blasick said. “You can read the book to get the full definition of each type, but the key takeaway is that you should look for the boosters. Those are the people who respond quickly, and enjoy offering advice and guidance on your job search.”&nbsp;</p>]]></body>  <author>eryan32</author>  <status>1</status>  <created>1637000426</created>  <gmt_created>2021-11-15 18:20:26</gmt_created>  <changed>1774302510</changed>  <gmt_changed>2026-03-23 21:48:30</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[If you’re looking for ways to expand your circle and secure your next job or internship, check out these seven tips from career professionals at Georgia Tech. ]]></teaser>  <type>news</type>  <sentence><![CDATA[If you’re looking for ways to expand your circle and secure your next job or internship, check out these seven tips from career professionals at Georgia Tech. ]]></sentence>  <summary><![CDATA[<p>If you&rsquo;re looking for ways to expand your circle and secure your next job or internship, check out these seven tips from career professionals at Georgia Tech.&nbsp;</p><p>&nbsp;</p>]]></summary>  <dateline>2021-11-15T00:00:00-05:00</dateline>  <iso_dateline>2021-11-15T00:00:00-05:00</iso_dateline>  <gmt_dateline>2021-11-15 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:edamon3@gatech.edu">Lanie&nbsp;Damon</a><br>Career Center</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>652855</item>      </media>  <hg_media>          <item>          <nid>652855</nid>          <type>image</type>          <title><![CDATA[Networking at Georgia Tech]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[40426a7d-9886-c7f3-c512-39a3cbeb4dc9.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/images/40426a7d-9886-c7f3-c512-39a3cbeb4dc9.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/40426a7d-9886-c7f3-c512-39a3cbeb4dc9.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/40426a7d-9886-c7f3-c512-39a3cbeb4dc9.jpg?itok=izYUD-9E]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[]]></image_alt>                    <created>1637000481</created>          <gmt_created>2021-11-15 18:21:21</gmt_created>          <changed>1637000481</changed>          <gmt_changed>2021-11-15 18:21:21</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="657464">  <title><![CDATA[Prospective Off-Campus Dwellers: A Guide to Nearby Neighborhoods]]></title>  <uid>36249</uid>  <body><![CDATA[<p><em>Updated January 2025</em></p><p>Georgia Tech provides housing for more than 8,000 students on campus, but what about the other 15,000? After living on campus for some time, many students seek a greater sense of independence and responsibility by moving off campus.</p><p>A common problem for students considering off-campus housing is finding the best place to live. Not everyone has the luxury of choosing from several great neighborhoods, but Tech students do. Regardless of which corner of the city you choose, be sure to weigh all of your options. There are many factors to consider, including roommates, utilities, monthly expenses, commute times, and parking fees.</p><p>Different areas will offer different benefits, but there are a few places worth investigating if you’re apartment hunting. Make sure you tour the entire property, and drive around the area at different times to see what it’s like early in the morning and late at night. Don’t settle on a place solely for its price and make safety and well-being top priorities.</p><h2>Student-oriented apartments</h2><p>Many apartment complexes close to campus are either partially or specifically for student living. Besides proximity, these places have the benefit of allowing residents to live among other students and sign individual leases while still sharing a space. A few popular options, which are not approved housing or endorsed housing by Georgia Tech, include:</p><ul><li><a href="https://thestandardatlanta.landmark-properties.com/">The Standard</a></li><li><a href="https://www.squareonfifth.com/">Square on Fifth</a> (SQ5)</li><li><a href="https://themarkatlanta.landmark-properties.com/">The Mark</a></li><li><a href="https://uhmidtown.com/">UHouse</a></li><li><a href="https://ariumliving.com/atlanta/west-midtown/935m-by-arium/">935M</a></li></ul><h2>Neighborhoods close to campus</h2><p><strong>Home Park</strong>:&nbsp;The closest neighborhood north of campus, Home Park is known for its large student population and affordable living. While it doesn’t offer much in the way of restaurants or shops, one can’t overlook the fact that it is home to Antico Pizza and Sublime Doughnuts, both favorites among students. Furthermore, it is close to Atlantic Station and Howell Mill Road, two vibrant commercial districts. If you’re on campus after dark, you can get a ride home from the Stingerette through the&nbsp;<a href="https://www.pts.gatech.edu/shuttles/stingerette/">Safe Ride Home program</a>.</p><p>Highlights:&nbsp;Antico (1093 Hemphill Ave. NW), Sublime Doughnuts (535 10th Street NW), Firehouse Subs (537 10th Street NW), Tannour Mediterranean Grill (398 14th Street NW).</p><p>Website:&nbsp;<a href="http://homepark.org/" target="_blank">Home Park</a></p><p><strong>Downtown and Centennial Place Apartments</strong>:&nbsp;Many students choose to live in Centennial Place because of its proximity to campus. Residents can easily walk or bike there, or to the bus stop at North Avenue Apartments, and the North Avenue MARTA station is nearby to get to other places in the city.&nbsp;Tech students will be in good company with students from Georgia State University, whose campus buildings dot the downtown area. For those who want to take advantage of attractions such as the Georgia Aquarium, the World of Coca-Cola, the Center for Civil and Human Rights, or State Farm Arena, downtown makes it convenient to do so.</p><p>Highlights:&nbsp;Georgia Aquarium (225 Baker Street NW), World of Coca-Cola (121 Baker Street NW), CNN Center (190 Marietta Street NW), Skyview Atlanta (168 Luckie Street NW)</p><p>Websites:&nbsp;<a href="http://www.atlantadowntown.com/living">Atlanta Downtown</a></p><p><strong>Midtown</strong>:&nbsp;Georgia Tech is in Midtown Atlanta, and it is relatively walkable to campus. Midtown is home to families, young couples, singles, and students alike. If you’re a runner, you’ll benefit from the proximity of Piedmont Park and its abundance of trails, including the BeltLine, which runs right along the park and through Ponce City Market. Midtown is also a good option for those who don’t own a car, since it’s close to MARTA, campus, and options for groceries and the like. Midtown has both apartment complexes (such as&nbsp;Marq on Ponce, Biltmore at&nbsp;Midtown, and&nbsp;Piedmont Park) as well as many apartments rented by smaller landlords (which are generally less expensive) for those not as particular about amenities. If you spend a lot of time in Tech Square, Midtown could be more convenient than living farther west, and apartment complexes on the border between Midtown and Tech Square include SQ5, UHouse, and The Standard at Atlanta.</p><p>Highlights:&nbsp;Fox Theatre (660 Peachtree Street NE), Woodruff's Art Center (1280 Peachtree Street NE), Publix (950 W. Peachtree Street NW), Ponce City Market (675 Ponce de Leon Ave. NE), Atlanta Botanical Garden (1345 Piedmont Ave. NE), BeltLine access, MARTA access.</p><p>Website:&nbsp;<a href="http://midtownatlanta.org/" target="_blank">Midtown Atlanta</a></p><p><strong>Westside</strong>:&nbsp;Atlanta’s Westside offers a handful of apartment complexes and small homes, both of which are ideal for students. The area is rapidly developing, with new restaurants and niche shops springing up on every corner. Though a boon to residents’ social lives, it also means increasing prices. The commute from Marietta Street is easier than ever on foot and bike thanks to the Path Parkway.&nbsp;</p><p>Highlights:&nbsp;Ormsby’s (1170 Howell Mill Road),&nbsp;West Egg (1100 Howell Mill Road).</p><p>Website:&nbsp;<a href="http://westsidepd.com/" target="_blank">Westside Provisions</a></p><p><strong>Atlantic Station</strong>:&nbsp;Though Atlantic Station can be pricier than other off-campus options, it’s really close to campus and offers other benefits. Residents are within walking distance of the outdoor shopping mall, IKEA, movie festivals, an 18-screen movie theater, weekend sidewalk markets, and restaurants. Stinger buses travel to the south side of Atlantic Station — though not as frequently as they do on campus — providing a solid transportation option in a pinch.</p><p>Highlights:&nbsp;Regal Cinemas 18 (261 19th Street NW), Target (375 18th Street), California Pizza Kitchen (264 19th Street NW), IKEA (441 16th Street NW).</p><p>Website:&nbsp;<a href="http://www.atlanticstation.com/">Atlantic Station</a></p><p><strong>Virginia Highland</strong>:&nbsp;Just past Midtown to the east, many students frequent the Highlands for its restaurants, bars, and shops. The Highland is known for attracting twenty-somethings and offering lower rents. Though it will take a car, bike, or long walk to MARTA to get to campus, it offers plenty of entertainment options within walking distance. It's also home to multiple coffee shops for those who prefer such venues for studying.&nbsp;</p><p>Highlights:&nbsp;DBA Barbecue&nbsp;(1190 N Highland Ave.),&nbsp;Fontaine's Oyster House (1026 N Highland Ave. NE), La Tavola (992 Virginia Ave. NE), Paolo's Gelato (1025 Virginia Ave. NE),&nbsp;</p><p>Website:&nbsp;<a href="https://www.virginiahighlanddistrict.com/" target="_blank">Virginia Highland District</a></p><p><strong>Buckhead</strong>:&nbsp;Buckhead is an uptown district within the city of Atlanta, comprising over 100,000 residents. It is an upscale residential and commercial district with internationally renowned shopping and dining. Located approximately six miles (or just over nine kilometers) from Georgia Tech, Buckhead is a little farther from campus than other neighborhoods and thus requires using public transportation (MARTA) or a car. Buckhead features shopping centers and malls, hotels, restaurants, bars and nightclubs, and high-rise office buildings and condominiums.&nbsp;</p><p>Highlights:&nbsp;Le Colonial (3035 Peachtree Road NE), Lenox Square Mall (3393 Peachtree Road NE), Phipps Plaza (3500 Peachtree Road NE), Eclipse di Luna (764 Miami Circle).&nbsp;</p><p>Website:&nbsp;<a href="https://www.buckheadvillagedistrict.com/" target="_blank">Buckhead Village District</a></p><p><strong>Vinings</strong>:&nbsp;This unincorporated "village" is more common to families and younger working couples, making it quieter and more expensive. The nightlife may not be as exhilarating, but the area offers its own social scene with plenty of restaurants, shops, and parks to explore. It's not uncommon to find excellent festivals and fairs on the weekends.&nbsp;</p><p>Highlights:&nbsp;Cumberland Mall (2860 Cumberland Mall SE), South City Kitchen (1675 Cumberland Parkway), Mellow Mushroom (2950 New Paces Ferry Road), Bowl Lab (3621 Vinings Slope SE).&nbsp;</p><p>Website:&nbsp;<a href="https://vinings.org/" target="_blank">Vinings</a></p><h2>During your search, ask yourself these questions:</h2><ul><li>How much is the monthly rent? Is a deposit required?</li><li>Are furniture and utilities (including Wi-Fi) part of the rent?</li><li>Is parking available&nbsp;and at what cost?</li><li>What’s the distance to campus and/or work?</li><li>How long is the lease?</li><li>Is it an individual or group lease?</li><li>Can you view a model apartment and take a tour before committing?</li><li>Do you know someone who has lived there?</li><li>Are pets allowed?</li><li>Does the complex provide a roommate-matching service?</li><li>What is the maintenance and repairs policy?</li><li>Is there a policy for guest parking and staying overnight?</li><li>Is the landlord easily accessible if something goes wrong?</li></ul>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1650464414</created>  <gmt_created>2022-04-20 14:20:14</gmt_created>  <changed>1774006832</changed>  <gmt_changed>2026-03-20 11:40:32</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[A brief overview of the places students can live in the Atlanta area.]]></teaser>  <type>news</type>  <sentence><![CDATA[A brief overview of the places students can live in the Atlanta area.]]></sentence>  <summary><![CDATA[<p>A brief overview of the places students can live in the Atlanta area.</p>]]></summary>  <dateline>2012-03-23T00:00:00-04:00</dateline>  <iso_dateline>2012-03-23T00:00:00-04:00</iso_dateline>  <gmt_dateline>2012-03-23 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:kristen.bailey@comm.gatech.edu" target="_blank">Kristen Bailey</a></p><p>Institute Communications</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>      </media>  <hg_media>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="8862"><![CDATA[Student Research]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="8862"><![CDATA[Student Research]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="1506"><![CDATA[faculty]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="688975">  <title><![CDATA[Prismatic: Belonging In View: Reframing the Graduate Student Experience Through Photovoice ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>In fall 2025, fifteen graduate students from across the Institute gathered on Friday afternoons to share photographs that document their lived experiences through their academic journeys. These images became catalysts for critical reflection on the environments that make graduate&nbsp;student belonging&nbsp;possible or strained.&nbsp;What emerged was more than a collection of images. It was a powerful expression of what it means to belong.&nbsp;</p><p><img 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">&nbsp;</p><p><em>Photo by Estelle Rita. “Twice a week, every week, we make breakfast.”&nbsp;&nbsp;</em></p><p>Each photograph served as a starting point for deeper reflection, revealing the environments, relationships, and routines that shape graduate student life. Through these moments, students examined where belonging is nurtured, where it feels fragile, and how it evolves over time.</p><p>&nbsp;This project emerged from the recognition that belonging is central to retention, well-being, and holistic success, and that traditional assessment tools alone cannot fully capture graduate students’ lived experiences. By validating student voice as evidence, photovoice serves as both a research method and community-building intervention, making it especially powerful in this moment.</p><p>&nbsp;Photovoice is an arts-based, participatory action research method that enables participants, referred to as “co-researchers," to represent and enhance their community through photography and storytelling. The approach recognizes participants as experts on their own experiences, engaging them in examining the very conditions that shape their academic lives. This dual role not only deepens the authenticity of the findings but also shifts the traditional dynamics of research by sharing authority with those most affected. Over the month-long program, co-researchers submitted 76 photographs and stories and came together for three dialogue and problem-solving sessions.</p><p>Project co-leads, Dr. Stephanie Selvick, assistant director in Belonging &amp; Student Support, and Allie Teixeira Riggs, Ph.D. candidate in Digital Media, saw photovoice as providing an exciting pathway for graduate students to create something visual and tangible that positions them as active stakeholders in shaping campus culture. Dr. Selvick received a Georgia Tech Arts Catalyst Grant to support and upscale the spring activations.&nbsp;</p><p>"Being awarded the Georgia Tech Arts Catalyst Grant enabled us to intentionally involve graduate students at every stage of the thematic analysis and exhibition development process, creating a multi-semester immersive learning experience," says Selvick.</p><p><img 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"> &nbsp;</p><p><em>Photo by Nikole&nbsp;Withakay: “We were skipping with joy when we finally saw Tech Tower!”&nbsp;&nbsp;</em></p><p>After the dialogue sessions, Dr. Selvick and Riggs led a group of graduate students in conducting thematic analysis and participatory design using the qualitative dataset. The digital design team drew inspiration from the cohort’s insights, translating them into a cohesive visual direction. Prismatic—the overarching design direction and foundation for the exhibition title—speaks to how graduate students constantly negotiate between contexts and identities, showing up as a researcher, grant writer, spouse, co-worker, parent, event coordinator, or other selves.&nbsp;</p><p>Looking back on this process, Riggs reflects, "What surprised us most was how blended and blurred belonging and non-belonging were in the graduate student experience. A sense of belonging with a lab group, friends, family, or the Georgia Tech community was often still tinged with conditionality, fleetingness, precarity, and an overwhelming sense of contingency on maintaining research productivity."&nbsp;</p><p><img 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"> &nbsp;</p><p><em>Photo&nbsp;submitted&nbsp;by&nbsp;Burnout: “Setbacks and simple mistakes, weeks of work undone.”&nbsp;</em></p><p>The digital media exhibition represents this finding visually, by depicting belonging and non-belonging as twin sensations that are entangled, blurred, and overlapping.</p><p>Dr. Selvick was struck that more than half of the submissions connected belonging to everyday structures and physical environments, such as pedestrian walkways, commuting patterns, labs, bathrooms, and public transportation.</p><p>For example, Banana writes, "I want to tell others that the feeling of belonging is not only about being included socially, but also about how our daily environment shapes our experiences. Long commutes, late nights, and the endless traffic slowly take away time, energy, and connection."&nbsp;</p><p><img 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">&nbsp;</p><p><em>Photo&nbsp;submitted&nbsp;by Banana: “There is beauty in these simple, ordinary moments under streetlights after class.”&nbsp;&nbsp;</em></p><p>What makes graduate students' experiences of these environments distinct is the timing. Many students are leaving labs, walking across campus, or commuting home late at night, regular occurrences that co-researchers say amplify feelings of isolation and loneliness.</p><p><img 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" alt="A bus stop on a sidewalk&#13;&#13;AI-generated content may be incorrect.">&nbsp;</p><p>Photo&nbsp;submitted&nbsp;by Opal: “Campus empties out, still and sterile, yet&nbsp;I'm&nbsp;still here.”&nbsp;</p><p><em><strong>Prismatic: Belonging in View</strong></em> is on display in the Interactive Media Zone (IMZ), located across from the Library INFODesk, from 10 a.m. to 2 p.m., March 9 until March 23. Campus and community members are invited to the opening reception program on Wednesday, March 18, at the Scholars Event Theater in Price Gilbert Memorial Library (Room 1280).</p><p>You can RSVP at <a href="https://gatech.co1.qualtrics.com/jfe/form/SV_6JCflIo2VRFXIay">tinyurl.com/prismaticRSVP</a>.&nbsp;</p><p><em><strong>All co-researchers in this study are de-identified with selected stage names displayed next to their photographs.</strong></em></p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1773770229</created>  <gmt_created>2026-03-17 17:57:09</gmt_created>  <changed>1773770229</changed>  <gmt_changed>2026-03-17 17:57:09</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Through a photovoice project, fifteen Georgia Tech graduate students documented their lived experiences to explore the complexities of belonging on campus.]]></teaser>  <type>news</type>  <sentence><![CDATA[Through a photovoice project, fifteen Georgia Tech graduate students documented their lived experiences to explore the complexities of belonging on campus.]]></sentence>  <summary><![CDATA[<p>Through a photovoice project, fifteen Georgia Tech graduate students documented their lived experiences to explore the complexities of belonging on campus. <em>Prismatic: Belonging in View</em> transforms these reflections into a visual and narrative exhibition that reveals belonging not as a fixed state, but as a layered, evolving experience.</p>]]></summary>  <dateline>2026-03-16T00:00:00-04:00</dateline>  <iso_dateline>2026-03-16T00:00:00-04:00</iso_dateline>  <gmt_dateline>2026-03-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Stephanie Selvick | Assistant Director, Belonging &amp; Student Support<br><br>Allie Teixeira Riggs | PhD candidate, Digital Media&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>      </media>  <hg_media>      </hg_media>  <related>          <link>        <url><![CDATA[https://gatech.co1.qualtrics.com/jfe/form/SV_6JCflIo2VRFXIay]]></url>        <title><![CDATA[RSVP to attend the Opening Reception ]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="194447"><![CDATA[belonging and student support, ]]></keyword>          <keyword tid="179833"><![CDATA[student well-being]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="688254">  <title><![CDATA[Graduate Student Perspectives on Success and Belonging in Graduate Education  ]]></title>  <uid>36363</uid>  <body><![CDATA[<div>Graduate Students often juggle competing priorities, which can make it challenging to thrive in graduate school. On November 10, 2025, the Office of Graduate and Postdoctoral Education created space during the second annual Graduate Education Summit for current graduate students to candidly discuss how they balance their responsibilities holistically and define success by their own terms. This story builds on conversations from that panel and follow-up interviews with the graduate students featured.</div><div>&nbsp;</div><div>The interactive panel featured a diverse group of graduate students who reflected on themes of success, belonging, and balance. The discussion was facilitated by Vibhuti Dahiya, a master’s student in the Jimmy and Rosalynn Carter School of Public Policy, who opened the conversation by inviting panelists to share their personal definitions of success. The panelists overwhelmingly emphasized that their perspectives have shifted away from traditional academic milestones, such as publications, tenure-track positions, and grades. Taking charge of their academic paths led panelists to experience greater professional clarity and personal fulfillment at Georgia Tech.&nbsp;</div><div>&nbsp;</div><div>For example, Ejaz Ahmed, a Ph.D. student in the Jimmy and Rosalynn Carter School of Public Policy, shared:</div><div><em>I realized success couldn’t just be about outcomes. It had to include well-being and meaningful growth. Today, I see success as alignment: aligning what I do with what matters to me.</em></div><div>&nbsp;</div><div>Kali Kater, a Ph.D. student in Ocean Science and Engineering, also shared:</div><div><em>In grad school, I began to realize how defining success through productivity or outcomes was unsustainable. I now see success as mostly intrinsic. I have shifted my focus to center how I feel, rather than what others may think.</em></div><div>&nbsp;</div><div>Moving away from traditional scripts of academic achievement led the panelists to highlight belonging as a critical metric of their campus experience. For Ahmed:</div><div><em>The policies, structures, and everyday interactions that define graduate life either reinforce belonging or quietly erode it. A small act of acknowledgment, such as a check-in or an affirmation that struggle is normal, can make an enormous difference in retention, morale, and feeling valued as whole people.</em></div><div>&nbsp;</div><div>When asked if panelists had practical tips for improving graduate student connection and belonging, Isabel Boyd, a Ph.D. student in the Wallace H. Coulter Department of Biomedical Engineering, shared:</div><div><em>It takes a lot of intention, initiative, and effort to get and stay involved. Anything that lowers this barrier helps. Creating space for graduate students to connect with faculty and staff in a relaxed environment helps.&nbsp;</em></div><div>&nbsp;</div><div><a href="https://www.nature.com/articles/d41586-022-03394-0">International data</a> shows that maintaining a healthy work-life balance and protecting mental health are among graduate students’ greatest challenges. Addressing this will require more than individual resiliency; it calls for rethinking the everyday norms and expectations of graduate life. &nbsp;</div><div>&nbsp;</div><div><em><strong>This story was written by Vibhuti Dahiya, a master’s student in the Jimmy and Rosalynn Carter School of Public Policy, with support from Belonging &amp; Student Support. &nbsp;</strong></em></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1771000052</created>  <gmt_created>2026-02-13 16:27:32</gmt_created>  <changed>1771002790</changed>  <gmt_changed>2026-02-13 17:13:10</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Graduate students at Georgia Tech reflect on redefining success, belonging, and balance beyond traditional academic milestones during the second annual Graduate Education Summit.]]></teaser>  <type>news</type>  <sentence><![CDATA[Graduate students at Georgia Tech reflect on redefining success, belonging, and balance beyond traditional academic milestones during the second annual Graduate Education Summit.]]></sentence>  <summary><![CDATA[<p>Through candid dialogue during a panel session at the Graduate Education Summit, Georgia Tech graduate students challenged traditional definitions of academic success and highlighted belonging and well-being as essential measures of the graduate experience.</p>]]></summary>  <dateline>2026-02-13T00:00:00-05:00</dateline>  <iso_dateline>2026-02-13T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-02-13 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[Brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Office of Graduate Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679279</item>      </media>  <hg_media>          <item>          <nid>679279</nid>          <type>image</type>          <title><![CDATA[Graduate Voices: Perspectives on Student Belonging and Success ]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[resized_IMG_0962_6000x4000.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/02/13/resized_IMG_0962_6000x4000.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/02/13/resized_IMG_0962_6000x4000.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/02/13/resized_IMG_0962_6000x4000.jpg?itok=fMNpKBwb]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Graduate student panelists during the Graduate Education Summit's panel, Graduate Voices: Perspectives on Success and Belonging at Tech]]></image_alt>                    <created>1771000798</created>          <gmt_created>2026-02-13 16:39:58</gmt_created>          <changed>1771001142</changed>          <gmt_changed>2026-02-13 16:45:42</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="194447"><![CDATA[belonging and student support, ]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="687929">  <title><![CDATA[Award-winning Graduate Research Takes Center Stage at CRIDC 2026  ]]></title>  <uid>36363</uid>  <body><![CDATA[<div><p lang="EN-US">Georgia Tech’s 17th annual Career, Research, Innovation, and Development Conference (CRIDC) recognized and awarded 31 exceptional scholars with&nbsp;$38,000 in travel grants for their outstanding research presentations delivered during CRIDC’s in-person and virtual poster competitions on January 29, 2026. &nbsp;</p></div><div><p lang="EN-US">These winners, who were selected through a competitive review process, represent the breadth, rigor, and interdisciplinary impact of graduate research across the Institute. &nbsp;</p><p lang="EN-US"><strong>Editor’s Note:</strong><br>Award amounts listed in a previous version of this announcement have been corrected. The updated information reflects the final award amounts available for CRIDC 2026.</p><p lang="EN-US"><strong>Congratulations to the winners of the 2026 CRIDC Poster Competitions:&nbsp;</strong>&nbsp;</p></div><div><p lang="EN-US">&nbsp;<strong>College of Engineering Winners ($1,000 Each)&nbsp;</strong></p></div><div><p lang="EN-US">Daksh Adhikari&nbsp;</p></div><div><p lang="EN-US">Jun Baek&nbsp;</p></div><div><p lang="EN-US">Chizmuzo Chibuko&nbsp;</p></div><div><p lang="EN-US">Julia Nelson&nbsp;</p></div><div><p lang="EN-US">Gabriela Sanchez Rodriguez&nbsp;</p></div><div><p lang="EN-US">John Sentmanat&nbsp;</p><p lang="EN-US">&nbsp;</p></div><div><p lang="EN-US"><strong>Ivan Allen College of Liberal Arts Winners</strong> ($500 Each)&nbsp;</p></div><div><p lang="EN-US">Soojung Crystal Chun&nbsp;</p></div><div><p lang="EN-US">Vibhuti Dahiya &nbsp;</p><p lang="EN-US">&nbsp;</p></div><div><p lang="EN-US"><strong>College of Sciences Winners ($1,000 each)&nbsp;</strong></p></div><div><p lang="EN-US">Jeffy Jeffy&nbsp;</p></div><div><p lang="EN-US">Shreya Kothari&nbsp;</p></div><div><p lang="EN-US">Monica Monge Loria&nbsp;</p></div><div><p lang="EN-US">Shreyaa Srinivasan&nbsp;</p></div><div><p lang="EN-US">Sofia Stepanoff&nbsp;</p></div><div><p lang="EN-US">Yi-Chien Tang&nbsp;</p><p lang="EN-US">&nbsp;</p><div><p lang="EN-US"><strong>Executive Vice President for Research Winners ($1,500 each)</strong></p></div><div><p lang="EN-US">Nina Sara Fraticelli-Guzman, College of Engineering &nbsp;</p></div><div><p lang="EN-US">Murilo Gustineli, College of Computing &nbsp;</p></div><div><p lang="EN-US">Pierce Howell, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Gabrielle Krueger, College of Sciences&nbsp;</p></div><div><p lang="EN-US">Ishita Kumar, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Nidhi Malhotra, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Victor Menezes, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Walter Parker, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Maggie Straight, College of Sciences&nbsp;</p></div><div><p lang="EN-US">Samuel Wilcox, College of Engineering&nbsp;</p><p lang="EN-US">&nbsp;</p></div><div><p lang="EN-US"><strong>Provost’s Office of Graduate and Postdoctoral Education Winners ($1,500 each)&nbsp;</strong></p></div><div><p lang="EN-US">Sarah Ali, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Erik Barbosa, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Caitlyn Davis, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Ishmamul Hoque Sadab, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Arta Osmani, College of Engineering&nbsp;</p></div><div><p lang="EN-US">Nishone Thompson, College of Engineering &nbsp;</p><p lang="EN-US"><strong>Provost’s Office of Graduate and Postdoctoral Education - Online Winner ($1,000)&nbsp;</strong></p><p lang="EN-US">Mohammed Al-Desouky, College of Engineering</p></div><div><p lang="EN-US">This year’s CRIDC was sponsored by Kondra Systems Inc. and Sandia National Laboratories and was hosted by the Graduate Student Government Association in partnership with the Office of Graduate Education, the Career Center, and Belonging and Student Support. &nbsp;</p></div><div><p lang="EN-US">The 2026 conference featured a highly engaging Employer Networking Brunch,&nbsp;connecting students&nbsp;with more than 30 Atlanta-based employers across diverse industries. CRIDC also introduced three new special sessions: a Fireside Chat with Researchers, Speed Research Networking, and a Coffee Break with Sandia National Laboratories. This year’s poster competitions saw record participation with over 100 students presenting their research in person, and 15 students who presented their research online. &nbsp;</p></div><div><p lang="EN-US">For more information about CRIDC, please visit <a href="https://grad.gatech.edu/cridc" rel="noreferrer noopener" target="_blank">https://grad.gatech.edu/cridc</a>. &nbsp;</p></div></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1770062359</created>  <gmt_created>2026-02-02 19:59:19</gmt_created>  <changed>1770308313</changed>  <gmt_changed>2026-02-05 16:18:33</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech’s 17th annual Career, Research, Innovation, and Development Conference (CRIDC) recognized and awarded 31 exceptional scholars with $38,000 in travel grants for their outstanding research presentations delivered during CRIDC’s in-person and vi]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech’s 17th annual Career, Research, Innovation, and Development Conference (CRIDC) recognized and awarded 31 exceptional scholars with $38,000 in travel grants for their outstanding research presentations delivered during CRIDC’s in-person and vi]]></sentence>  <summary><![CDATA[<p>Georgia Tech’s 17th annual Career, Research, Innovation, and Development Conference (CRIDC) recognized and awarded 31 exceptional scholars with&nbsp;$38,000 in travel grants for their outstanding research presentations delivered during CRIDC’s in-person and virtual poster competitions on January 29, 2026. &nbsp;These winners, who were selected through a competitive review process, represent the breadth, rigor, and interdisciplinary impact of graduate research across the institute.&nbsp;</p>]]></summary>  <dateline>2026-02-02T00:00:00-05:00</dateline>  <iso_dateline>2026-02-02T00:00:00-05:00</iso_dateline>  <gmt_dateline>2026-02-02 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[CRIDC 2026 Highlights Award-Winning Graduate Scholars]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>679160</item>      </media>  <hg_media>          <item>          <nid>679160</nid>          <type>image</type>          <title><![CDATA[CRIDC 2026 Poster Competition Winners ]]></title>          <body><![CDATA[<p>Poster Competition Winners at the 2026 CRIDC Awards ceremony </p>]]></body>                      <image_name><![CDATA[IMG_1295.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2026/02/02/IMG_1295.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2026/02/02/IMG_1295.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2026/02/02/IMG_1295.jpg?itok=bo89uu-I]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Winners of the 2026 Career, Research, Innovation, and Development Conference (CRDIC) poster competitions]]></image_alt>                    <created>1770060111</created>          <gmt_created>2026-02-02 19:21:51</gmt_created>          <changed>1770060286</changed>          <gmt_changed>2026-02-02 19:24:46</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/cridc]]></url>        <title><![CDATA[Learn more about CRIDC]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="11840"><![CDATA[graduate student government association]]></keyword>          <keyword tid="189634"><![CDATA[Georgia Tech Career Center]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="686063">  <title><![CDATA[Championing Graduate Student Success: Dimitri Mavris and the ASDL Academy Model  ]]></title>  <uid>36363</uid>  <body><![CDATA[<div><p lang="EN-US">Georgia Tech’s Dimitri Mavris, Ph.D., Regents’ Professor and Boeing Professor of Advanced Aerospace Systems Analysis, is delivering this year’s spotlight session address during the 2025 Graduate Education Summit, taking place on Monday, November 10, 2025, in the John Lewis Student Center. &nbsp;</p></div><div><p lang="EN-US">As director of the Aerospace Systems Design Laboratory (ASDL) and executive director of the Professional Master’s in Applied Systems Engineering (PMASE) program, Mavris has shaped one of the world’s leading ecosystems in design and innovation. &nbsp;</p></div><div><p lang="EN-US">His session, titled “The ADSL Academy: Building a Community of Ph.D. Scholars:&nbsp;Reflections and Lessons Learned,” will explore how the ADSL Academy has transformed the traditional doctoral experience by fostering a student-based community rooted in collaboration, leadership, and community. Through structured peer engagement, research development, and holistic skill-building, the Academy has produced a thriving network of&nbsp;Ph.D. alumni who are redefining success in academia, industry, and government. &nbsp;</p></div><div><p lang="EN-US">Join this engaging discussion to learn how community-driven doctoral education can enhance student success, reduce isolation, and prepare the next generation of leaders for today’s complex challenges. &nbsp;</p></div><div><p lang="EN-US">The 2025 Graduate Education Summit also features <strong>Keynote Speaker Dr. Jennifer Sullivan</strong>, Dean of the Graduate School at Augusta University, presenting <em>“Beyond the Degree: Promoting Success in Graduate School.”</em> This year’s theme is Championing Graduate Student Success: Building Holistic Support Systems for Research, Career, and Well-Being. The summit features several other strategy sessions, intended to strengthen institutional approaches to graduate student success, as well as an interactive&nbsp;graduate student panel. <strong>Registration for the 2025 Graduate Education Summit closes October 31, 2025. </strong>Don’t miss this opportunity to engage with campus leaders and innovators, who are committed to shaping the future of graduate education.&nbsp;</p></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1761743838</created>  <gmt_created>2025-10-29 13:17:18</gmt_created>  <changed>1761913090</changed>  <gmt_changed>2025-10-31 12:18:10</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech’s Dimitri Mavris, Ph.D., Regents’ Professor and Boeing Professor of Advanced Aerospace Systems Analysis, is delivering this year’s spotlight session address during the 2025 Graduate Education Summit, taking place on Monday, November 10, 2025,]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech’s Dimitri Mavris, Ph.D., Regents’ Professor and Boeing Professor of Advanced Aerospace Systems Analysis, is delivering this year’s spotlight session address during the 2025 Graduate Education Summit, taking place on Monday, November 10, 2025,]]></sentence>  <summary><![CDATA[<p>Georgia Tech’s Dimitri Mavris, Ph.D., Regents’ Professor and Boeing Professor of Advanced Aerospace Systems Analysis, is delivering this year’s spotlight session address during the 2025 Graduate Education Summit, taking place on Monday, November 10, 2025, in the John Lewis Student Center. &nbsp;</p>]]></summary>  <dateline>2025-10-28T00:00:00-04:00</dateline>  <iso_dateline>2025-10-28T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-10-28 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>678485</item>      </media>  <hg_media>          <item>          <nid>678485</nid>          <type>image</type>          <title><![CDATA[Dimitri Marvis, Ph.D. Spotlight Session Speaker at the 2025 Graduate Education Summit ]]></title>          <body><![CDATA[<p>Dr. Dimitri Marvis as Spotlight Session Speaker at the 2025 Graduate Education Summit </p>]]></body>                      <image_name><![CDATA[Spotlight-Speaker-Dr.-Marvis.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/10/29/Spotlight-Speaker-Dr.-Marvis.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/10/29/Spotlight-Speaker-Dr.-Marvis.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/10/29/Spotlight-Speaker-Dr.-Marvis.png?itok=fBQfhmPM]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Dr. Dimitri Marvis as Spotlight Session Speaker at the 2025 Graduate Education Summit ]]></image_alt>                    <created>1761743352</created>          <gmt_created>2025-10-29 13:09:12</gmt_created>          <changed>1761743734</changed>          <gmt_changed>2025-10-29 13:15:34</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="2082"><![CDATA[aerospace engineering]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="100921"><![CDATA[ASDL]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="684933">  <title><![CDATA[Eight Graduate Students Selected for Georgia Tech’s Inaugural Stamps Fellows Program]]></title>  <uid>36363</uid>  <body><![CDATA[<div><p>On Aug. 27, Georgia Tech hosted a reception for the inaugural cohort of eight graduate students selected as <a href="https://grad.gatech.edu/stamps-fellowship-program" rel="noreferrer noopener" target="_blank">Georgia Tech Stamps Fellows</a>, the Institute’s premier merit-based doctoral fellowship.&nbsp;&nbsp;&nbsp;</p></div><div><p>Recruited for the 2025–26 academic year, the inaugural cohort embodies a wide range of disciplines across Georgia Tech’s colleges. The group is comprised of international students, Georgia Tech alumni, and a scholar with more than a decade of industry experience.&nbsp;&nbsp;</p></div><div><p>The 2025 Inaugural Stamps Fellows are:&nbsp;&nbsp;</p></div><div><ul><li>Jaden Anderson – School of Chemistry and Biochemistry&nbsp;&nbsp;</li></ul></div><div><ul><li>Aidan Billings – George W. Woodruff School of Mechanical Engineering&nbsp;&nbsp;</li></ul></div><div><ul><li>Saerok Jeong – Jimmy and Rosalynn Carter School of Public Policy&nbsp;&nbsp;</li></ul></div><div><ul><li>Adya Danaditya – College of Computing&nbsp;&nbsp;</li></ul></div><div><ul><li>Charles Hong – College of Computing&nbsp;&nbsp;</li></ul></div><div><ul><li>Snigdha Nellutla – School of Earth and Atmospheric Sciences&nbsp;&nbsp;</li></ul></div><div><ul><li>Louisa “Lou” Wood – Daniel Guggenheim School of Aerospace Engineering&nbsp;&nbsp;</li></ul></div><div><ul><li>Anna Park – H. Milton Stewart School of Industrial and Systems Engineering&nbsp;&nbsp;</li></ul></div><div><p>The Stamps fellowship recipients will engage in networking and professional development designed to boost their research, leadership, and mentorship skills. By mentoring future cohorts, this inaugural group will also help build a legacy of service and support.&nbsp;&nbsp;</p></div><div><p>During the campus reception, President Ángel Cabrera welcomed the fellows and highlighted the program’s transformative impact on graduate education. Randy McDow, executive director of the Stamps Scholars Program, attended the event to recognize this important milestone and emphasized the significance of Georgia Tech being the only institution to offer prestigious graduate fellowships named in honor of Roe and Penny Stamps. The Stamps family has long supported student excellence, having also funded undergraduate Stamps Scholarships at Georgia Tech and 36 other academic institutions nationwide.&nbsp;&nbsp;</p></div><div><p>“It was exciting to see so much enthusiasm from the fellows as they brought a spirit of curiosity, purpose, and excitement that set a powerful tone for what this program represents. At the same time, having such a strong show of support from Georgia Tech and Stamps leadership underscored the institutional commitment behind this initiative. This kind of cross-campus engagement sends a clear message to our students: that their contributions matter, and that their success is a shared priority across the Institute,” said Dr. Joy Olabisi, the assistant vice provost for Graduate Education and executive director of Graduate Admissions.&nbsp;&nbsp;</p></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1758051718</created>  <gmt_created>2025-09-16 19:41:58</gmt_created>  <changed>1758633542</changed>  <gmt_changed>2025-09-23 13:19:02</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech welcomed the inaugural cohort of eight Stamps Fellows at a campus reception on August 27, 2025. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech welcomed the inaugural cohort of eight Stamps Fellows at a campus reception on August 27, 2025. ]]></sentence>  <summary><![CDATA[<p>Georgia Tech welcomed the inaugural cohort of eight Stamps Fellows at a campus reception on August 27, 2025. As the Institute’s premier merit-based doctoral fellowship, the program supports outstanding graduate students across diverse disciplines through funding, professional development, and mentorship opportunities.</p><p>&nbsp;</p>]]></summary>  <dateline>2025-09-16T00:00:00-04:00</dateline>  <iso_dateline>2025-09-16T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-09-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:brittani.hill@gmail.com">Brittani Hill</a> | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>678038</item>      </media>  <hg_media>          <item>          <nid>678038</nid>          <type>image</type>          <title><![CDATA[Georgia Tech Stamps Fellows Program announces Inaugural Cohort ]]></title>          <body><![CDATA[<p>President Cabrera, VIce Provost Bonnie Ferri and Inaugural Georgia Tech Stamps Fellows</p>]]></body>                      <image_name><![CDATA[IMG_0456.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/09/17/IMG_0456.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/09/17/IMG_0456.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/09/17/IMG_0456.jpg?itok=DsCq9iLe]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[President Cabrera, VIce Provost Bonnie Ferri and Inaugural Georgia Tech Stamps Fellows]]></image_alt>                    <created>1758115011</created>          <gmt_created>2025-09-17 13:16:51</gmt_created>          <changed>1758117321</changed>          <gmt_changed>2025-09-17 13:55:21</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="169715"><![CDATA[stamps scholars]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="676052">  <title><![CDATA[Peer Tutoring Available for Grad Students and Select Courses ]]></title>  <uid>36363</uid>  <body><![CDATA[<div><p>Georgia Tech is excited to continue its partnership with <strong>Knack</strong>, the fastest-growing peer learning platform for college students, to provide free tutoring support for select first-year graduate courses this academic year.</p><p>All students enrolled in select graduate-level courses will have access to free peer tutoring. Peer tutoring is available for on-campus and online students. For a complete list of participating courses, click <a href="https://grad.gatech.edu/knack-tutoring">here</a><a>.</a></p><p>Knack’s easy-to-use platform allows grad students who need tutoring to book sessions with verified Georgia Tech grad peer tutors who previously aced the courses in which they offer assistance. To view available tutors, visit&nbsp;<a href="https://www.joinknack.com/student/georgia-institute-of-technology">gatech.joinknack.com</a> and sign in using your student account.</p><p lang="EN-US"><strong>Interested in becoming a peer tutor?&nbsp;</strong>&nbsp;</p></div><div><p>Graduate students interested in becoming paid peer tutors must have received an A in the course they’d like to provide tutoring services. Interested students should visit&nbsp;gatech.joinknack.com, to create a verified tutoring profile and get paid to complete tutor training before helping students.&nbsp; This opportunity is open to US citizens and permanent residents. Please note that Knack does not meet the federal regulatory definition of an on-campus employer. As such, F-1 student visa holders who engage in work as a peer tutor for Knack will be in violation of the F-1 student visa status. To learn more about employment eligibility as a visa holder, please visit the OIE web resource:&nbsp;<a href="https://isss.oie.gatech.edu/content/f-1-employment-overview">F-1 Employment Overview | Office of International Education (gatech.edu).&nbsp;</a>&nbsp;</p><p>Interested students should visit&nbsp;<a href="https://www.joinknack.com/student/georgia-institute-of-technology">gatech.joinknack.com</a>, to create a verified tutoring profile and get paid to complete tutor training before helping students.&nbsp;</p><p>This initiative’s funding is expected to extend throughout the 2025-2026 academic year.&nbsp; Tutoring will remain free for this school year and will be offered on a first-come, first-serve basis. Through this partnership, Georgia Tech aims to enhance the academic success of its students and foster a collaborative learning environment for its graduate community.</p><p>Dr. Bonnie Ferri, vice provost for Graduate and Postdoctoral Education, highlights the importance of introducing a tutoring program for core courses to promote academic success across students from diverse backgrounds. She appreciates the advocacy of the Graduate Student Government Association for their support of introducing Knack peer tutoring, part of the Graduate Transformative Teaching and Learning initiative. For further information about Graduate TTL, visit <a href="https://gradpostdoc.gatech.edu/mission-and-strategic-initiatives/ttl" rel="noreferrer noopener" target="_blank">https://gradpostdoc.gatech.edu/mission-and-strategic-initiatives/ttl</a>.&nbsp;</p><p>For more information, please visit&nbsp;<a href="http://gatech.joinknack.com.">gatech.joinknack.com</a>.&nbsp;</p></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1723916506</created>  <gmt_created>2024-08-17 17:41:46</gmt_created>  <changed>1758046889</changed>  <gmt_changed>2025-09-16 18:21:29</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Beginning this fall, Georgia Tech is partnering with Knack to offer free peer tutoring for graduate students, enhancing academic success through a collaborative learning platform.]]></teaser>  <type>news</type>  <sentence><![CDATA[Beginning this fall, Georgia Tech is partnering with Knack to offer free peer tutoring for graduate students, enhancing academic success through a collaborative learning platform.]]></sentence>  <summary><![CDATA[<p>Beginning this fall, Georgia Tech is partnering with Knack to offer free peer tutoring for graduate students in select grad courses.&nbsp;</p>]]></summary>  <dateline>2024-08-17T00:00:00-04:00</dateline>  <iso_dateline>2024-08-17T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-08-17 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gmail.com]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674621</item>      </media>  <hg_media>          <item>          <nid>674621</nid>          <type>image</type>          <title><![CDATA[Knack Peer Tutoring Student Flyer (Template).png]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Student Flyer (Template).png]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/08/19/Student%20Flyer%20%28Template%29.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/08/19/Student%20Flyer%20%28Template%29.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/08/19/Student%2520Flyer%2520%2528Template%2529.png?itok=CFaAkJzY]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Knack Peer Tutoring]]></image_alt>                    <created>1724077169</created>          <gmt_created>2024-08-19 14:19:29</gmt_created>          <changed>1724077169</changed>          <gmt_changed>2024-08-19 14:19:29</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://www.joinknack.com/student/georgia-institute-of-technology]]></url>        <title><![CDATA[]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="677776">  <title><![CDATA[New Online Training Available: Navigating Professional Boundaries for Graduate Students and Postdocs  ]]></title>  <uid>36363</uid>  <body><![CDATA[<div><div><p>A new, free online training titled <strong>Navigating Professional Boundaries: A Guide for Graduate Students and Postdocs </strong>has been introduced to help graduate students and postdoctoral scholars navigate challenging situations that may arise in academic and research settings. This optional training aims to clarify when requests from faculty or staff may be inappropriate or even illegal. Those who complete the course will be able to recognize their rights and protections and will be able to return to a list of resources and contacts as needed.&nbsp;</p></div><div><p>The interactive course addresses several key areas, including how to:&nbsp;&nbsp;</p></div><div><ul><li><strong>Identify inappropriate requests</strong> and potential concerns when managing relationships with faculty, staff, and other researchers.&nbsp;&nbsp;</li></ul></div><div><ul><li><strong>Differentiate between acceptable, unacceptable, and situation-dependent requests</strong>, offering clear examples of each type.&nbsp;&nbsp;</li></ul></div><div><ul><li><strong>Understand the steps to take</strong> in response to issues that potentially cross professional boundaries, including having informal conversations, contacting a unit administrator, or pursuing a formal review.&nbsp;&nbsp;</li></ul></div><div><ul><li><strong>Interpret the reporting process</strong> for situations requiring formal attention.&nbsp;&nbsp;</li></ul></div><div><ul><li><strong>Access resources</strong> to manage difficult conversations, ensuring participants are informed about anti-retaliation measures and confidentiality policies.&nbsp;&nbsp;</li></ul></div><div><p>By offering clear guidance and practical tools, the training supports graduate students and postdocs in maintaining professionalism while protecting their personal and legal boundaries in academic settings.&nbsp;&nbsp;</p></div><div><p><strong>Who is it for?</strong>&nbsp;&nbsp;</p></div><div><p>This training is for graduate students and postdoctoral scholars engaged in research and instruction.&nbsp; It can also be can also accessed by any Georgia Tech student and employee.&nbsp;</p></div><div><p><strong>How to Access:</strong>&nbsp;&nbsp;</p><p>The training is available for self-enrollment. <a href="https://gatech.geniussis.com/Registration.aspx?aid=1309">Access the training</a>.</p></div></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1729524162</created>  <gmt_created>2024-10-21 15:22:42</gmt_created>  <changed>1756228230</changed>  <gmt_changed>2025-08-26 17:10:30</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Graduate students and postdocs can now access Navigating Professional Boundaries, an optional online training designed to help identify inappropriate requests and navigate challenging situations with faculty and staff. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Graduate students and postdocs can now access Navigating Professional Boundaries, an optional online training designed to help identify inappropriate requests and navigate challenging situations with faculty and staff. ]]></sentence>  <summary><![CDATA[<p>Graduate students and postdocs can now access <em>Navigating Professional Boundaries</em>, an optional online training designed to help identify inappropriate requests and navigate challenging situations with faculty and staff. This interactive course offers practical tools and resources to protect personal and legal boundaries while maintaining professionalism. <a href="https://gatech.geniussis.com/Registration.aspx?aid=1309">Access the training</a>.</p>]]></summary>  <dateline>2024-10-21T00:00:00-04:00</dateline>  <iso_dateline>2024-10-21T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-10-21 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill</p><p>Marketing and Communications Manager | Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>675373</item>      </media>  <hg_media>          <item>          <nid>675373</nid>          <type>image</type>          <title><![CDATA[navigating-professional-boundaries-1080x1080-v3.png]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[navigating-professional-boundaries-1080x1080-v3.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/10/21/navigating-professional-boundaries-1080x1080-v3.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/10/21/navigating-professional-boundaries-1080x1080-v3.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/10/21/navigating-professional-boundaries-1080x1080-v3.png?itok=O0GIpH74]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Navigating Professional Boundaries: A Guide for Students and Postdocs]]></image_alt>                    <created>1729524187</created>          <gmt_created>2024-10-21 15:23:07</gmt_created>          <changed>1729524187</changed>          <gmt_changed>2024-10-21 15:23:07</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://gatech.geniussis.com/Registration.aspx?aid=1309]]></url>        <title><![CDATA[View Online Course Here]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="683948">  <title><![CDATA[Championing Success: The Graduate Admissions Team's Impact on Georgia Tech]]></title>  <uid>36363</uid>  <body><![CDATA[<p>As we embark on a new academic year, it’s important to pause and recognize the tremendous work accomplished by the Office of Graduate Education’s (OGE) graduate admissions team. Behind every application to Georgia Tech’s graduate programs is a group of professionals whose dedication and care ensure a seamless process for thousands of students from around the world who seek to expand their education here. Though small in size, the graduate admissions team’s collective impact is powerful, elevating both the applicant experience and the Institute’s global reputation.</p><h2>Responding to Record Volumes</h2><p>In 2024, the 16-member admissions team responded to 37,244 inquiries from applicants and admitted students — more than 5,000 above the previous year’s volume. This achievement highlights their unwavering commitment to serving students while maintaining the highest standards of excellence.</p><h2>Expanding Georgia Tech’s Global Reach</h2><p>Over the past four years, a committee of members from OGE and the Office of Undergraduate Admissions hosted a Virtual Graduate School Showcase. In 2024, the event drew participation from more than 90 university recruiters and received more than 2,000 prospective student registrations from across the world. The Showcase underscored the team’s reach and ability to position Georgia Tech as a leader in the global graduate education space.</p><h2>Building Stronger Foundations</h2><p>To strengthen processes and relationships across campus, OGE launched its first-ever week-long Recalibration Training Session last year. This collaborative effort brought together campus stakeholders to refine admissions procedures and reinforce the Institute’s shared commitment to supporting graduate students. OGE held its second annual session in July, where it built from the foundation previously set, re-evaluated strategic priorities in the face of an ever-changing graduate education landscape, and celebrated the launch of the new application management portal.&nbsp;</p><h2>Earning Recognition Beyond Campus</h2><p>In addition to their innovation in developing and maintaining Georgia Tech’s admissions processes, members of the graduate admissions team have increasingly emerged as leaders and thought leaders within the broader graduate education enterprise.&nbsp;</p><p>In 2024, Nazanin Tork, associate director of Admissions and Recruitment, was appointed Treasurer of the Georgia Council of Graduate Schools. This role amplifies Georgia Tech’s presence in the regional graduate education landscape and reflects her respected expertise in the field.&nbsp;</p><p>Jennifer Collins, assistant director of Graduate Admissions, continues to shape the international admissions space. She was named chair-elect of the Conference Committee for The Association for International Credential Evaluation Professionals (TAICEP) and will serve as chair next year. She also co-authored a peer-reviewed article on U.S. accreditation, published in October 2023. Her work exemplifies her commitment to advancing professional knowledge and practice in global graduate admissions.&nbsp;</p><p>And this spring, Patrice Hewitt, the Graduate Admissions manager for Lawful Presence and Documents, received the Spirit of Georgia Tech Award at the 2025 Faculty and Staff Honors Luncheon. This prestigious honor recognizes a staff member who exemplifies the Institute’s mission, vision, and values, and shines a spotlight on the care, professionalism, and community spirit she brings to her role.</p><h2>Looking Ahead</h2><p>As application numbers continue to soar, the Graduate Admissions team continues to explore ways to streamline their admissions processes while maintaining exceptional support to their various stakeholders – prospective and incoming students, as well as faculty and staff.&nbsp; In July 2025, Dr. Joy Olabisi, Assistant Vice Provost of Graduate Education and Executive Director of Graduate Admissions, presented a talk that highlighted these efforts titled “Exploring Artificial Intelligence in Graduate Admissions” at the Council of Graduate Schools annual Summer Workshop in Portland, Oregon.</p><p><br>From improving application processes and leading recruitment efforts to shaping the national conversation around graduate admissions, the team’s work has been nothing short of extraordinary. As the 2025–2026 academic year begins, OGE proudly celebrates its accomplishments and looks forward to continuing to build on this foundation of excellence.</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1755623491</created>  <gmt_created>2025-08-19 17:11:31</gmt_created>  <changed>1755868896</changed>  <gmt_changed>2025-08-22 13:21:36</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The Office of Graduate Education acknowledges and celebrates the accomplishments and hard work of its Graduate Admissions Team]]></teaser>  <type>news</type>  <sentence><![CDATA[The Office of Graduate Education acknowledges and celebrates the accomplishments and hard work of its Graduate Admissions Team]]></sentence>  <summary><![CDATA[<p>As we embark on a new academic year, it’s important to pause and recognize the tremendous work accomplished by the Office of Graduate Education’s (OGE) graduate admissions team. Behind every application to Georgia Tech’s graduate programs is a group of professionals whose dedication and care ensure a seamless process for thousands of students from around the world who seek to expand their education here. Though small in size, the graduate admissions team’s collective impact is powerful, elevating both the applicant experience and the Institute’s global reputation.</p>]]></summary>  <dateline>2025-08-19T00:00:00-04:00</dateline>  <iso_dateline>2025-08-19T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-08-19 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>677768</item>      </media>  <hg_media>          <item>          <nid>677768</nid>          <type>image</type>          <title><![CDATA[Celebrating Graduate Admissions Team's Impact ]]></title>          <body><![CDATA[<p>2025 Georgia Tech Staff Awards Grad Admissions Team: Joy Olabisi, Nazanin Tork, CJ Anderson, Shawn Crawford, Jennifer Collins, Petrice Hewitt, Mekisha McCray, Nicole Thomas</p>]]></body>                      <image_name><![CDATA[IMG_5250-2.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/08/22/IMG_5250-2.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/08/22/IMG_5250-2.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/08/22/IMG_5250-2.jpg?itok=VMmEWXIA]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[2025 Georgia Tech Staff Awards Grad Admissions Team ]]></image_alt>                    <created>1755867786</created>          <gmt_created>2025-08-22 13:03:06</gmt_created>          <changed>1755868828</changed>          <gmt_changed>2025-08-22 13:20:28</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="114731"><![CDATA[graduate admissions]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="190936"><![CDATA[Graduate and Postdoctoral Education]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="683301">  <title><![CDATA[Listening to the Wild: How One OMSCS Student Is Using Machine Learning to Decode Himalayan Birdsong]]></title>  <uid>36249</uid>  <body><![CDATA[<blockquote><p><strong>We want to understand the big patterns of life on Earth and ensure that today’s incredible biodiversity will persist into the foreseeable future.</strong></p></blockquote><p>The mission of the Mountain Bird Lab at Georgia Tech is ambitious, but Online Master of Science Computer Science (OMSCS) student Vanessa Prema is doing her part to realize it from her home in San Diego, California. &nbsp;</p><p>Prema is researching acoustic analysis of songbirds in the high Himalayas. Specifically, she is developing a classifier to identify specific song types of the Hume’s Leaf Warbler. The project aims to uncover whether specific songs correspond to behaviors such as breeding activity, time of day, or elevation. &nbsp;</p><p>“Understanding bird behavior through their sounds, and how that relates to the environment, is crucial,” said Prema. “It’s not just about species identification but understanding what each vocalization might signal in terms of behavior or environmental context. That level of complexity gave me a new appreciation for how birds communicate.” &nbsp;</p><h2>Blending Passion with Purpose</h2><p>Coming from a materials science background, Prema realized she was drawn more to software and digital systems than physical ones. &nbsp;</p><p>“I never loved the hands-on tinkering side of materials science,” said Prema. “What I really enjoyed was problem-solving and building systems on the computer.” &nbsp;</p><p>To deepen her technical knowledge while continuing to work, Prema enrolled in Georgia Tech’s OMSCS program. Through OMSCS, she discovered the Human Augmented Analytics Group (HAAG), a virtual research lab founded by Ph.D. student Breanna Shi that connects online students with in-person research. &nbsp;</p><p>HAAG introduced Prema to the Mountain Bird Lab, led by Benjamin Freeman. The lab combines ecological fieldwork with computational tools to study bird behavior and biodiversity. The project was a natural fit for Prema who had long been interested in birdwatching and conservation. &nbsp;</p><h2>A Global Team with a Shared Mission</h2><p>“My interests in birds, animals, and biology made the bird audio research opportunity feel like a perfect fit,” said Prema. “It allows me to merge my personal passion with technical skills.”</p><p>That personal connection continues to motivate her. Prema said the experience has significantly broadened her perspective on what’s possible within computer science, especially regarding interdisciplinary applications. &nbsp;</p><p>“Learning both ecological and biological information alongside advanced machine learning techniques from other group members has shown me the incredible potential of combining diverse fields to address complex, real-world problems,” said Prema. &nbsp;</p><p>A typical day in the lab involves significant collaboration with researchers across continents. For Prema, the most rewarding aspect has been working alongside those with deep domain expertise in ecology and biology. &nbsp; &nbsp;</p><p>“Collaborating with people who know so much about birds and seeing how our technical work translates into meaningful biological insights has truly been inspiring and has given me a much richer understanding of the entire research pipeline,” said Prema. &nbsp;</p><h2>Using Birdsong Data to Understand and Protect the Planet</h2><p>Prema believes technology has a critical role to play in protecting ecosystems. &nbsp;</p><blockquote><p>By using technology to better collect and analyze bird audio data, we can more effectively monitor bird populations, understand how they react to environmental changes, and ultimately assess the health of our ecosystems,” said Prema. “This information is crucial for making informed decisions about protecting wildlife and their habitats and even identifying broader environmental changes before they become visible elsewhere.</p></blockquote><p>She hopes to demonstrate how technological advancements can directly support crucial conservation efforts, improve data collection methods, and provide valuable insights for protecting the planet’s biodiversity. &nbsp;</p><p>“I hope my work contributes to advancing practical, deployable technology for ecological conservation,” said Prema. “After this project and program, I’m excited to continue exploring how machine learning can be applied to environmental and biological challenges.” &nbsp;</p><h2>Making Her Mark Virtually</h2><p>Her work hasn’t gone unnoticed by those around her. &nbsp;</p><p>“Vanessa has become an invaluable mentor and technical leader to her team, streamlining complex machine learning pipelines that benefit researchers across disciplines,” said Shi. “As the founder of HAAG, I’m thrilled to champion Vanessa as a brilliant researcher not only advancing her own project but actively elevating the entire HAAG community. I look forward to seeing what she accomplishes next.” &nbsp;</p><h2>What’s Next: Sharing, Publishing, and Moving Forward</h2><p>On July 30, Prema will share her work with the WildLabs Community at their monthly variety hour. She is currently preparing for her first publication submission by the end of 2025. &nbsp;</p><p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1753470101</created>  <gmt_created>2025-07-25 19:01:41</gmt_created>  <changed>1753470205</changed>  <gmt_changed>2025-07-25 19:03:25</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The mission of the Mountain Bird Lab at Georgia Tech is ambitious, but Online Master of Science Computer Science (OMSCS) student Vanessa Prema is doing her part to realize it from her home in San Diego, California.  ]]></teaser>  <type>news</type>  <sentence><![CDATA[The mission of the Mountain Bird Lab at Georgia Tech is ambitious, but Online Master of Science Computer Science (OMSCS) student Vanessa Prema is doing her part to realize it from her home in San Diego, California.  ]]></sentence>  <summary><![CDATA[<p>The mission of the Mountain Bird Lab at Georgia Tech is ambitious, but Online Master of Science Computer Science (OMSCS) student Vanessa Prema is doing her part to realize it from her home in San Diego, California. &nbsp;</p>]]></summary>  <dateline>2025-07-25T00:00:00-04:00</dateline>  <iso_dateline>2025-07-25T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-07-25 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>677493</item>      </media>  <hg_media>          <item>          <nid>677493</nid>          <type>image</type>          <title><![CDATA[Vanessa Prema]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[vanessa_headshot.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/07/25/vanessa_headshot.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/07/25/vanessa_headshot.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/07/25/vanessa_headshot.jpg?itok=Y3aEezUv]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Vanessa Prema]]></image_alt>                    <created>1753470178</created>          <gmt_created>2025-07-25 19:02:58</gmt_created>          <changed>1753470178</changed>          <gmt_changed>2025-07-25 19:02:58</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="146"><![CDATA[Life Sciences and Biology]]></category>          <category tid="135"><![CDATA[Research]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="146"><![CDATA[Life Sciences and Biology]]></term>          <term tid="135"><![CDATA[Research]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="683162">  <title><![CDATA[Decompress from Challenges of Schoolwork with an Intramural Sport]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Canoe battleship. Innertube water polo. Kickball. Mario Kart 8. These are just a few of the intramural sports Georgia Tech offers all students.&nbsp;</p><p>“Grad school life is hard,” said Georgia Tech graduate student Dawson Lane. “Even though several grad students (myself included) don’t want to take breaks from studying, it’s necessary to be at your academic best. Being active and having fun is a great way to take a break, recharge, and meet new friends.”</p><p>From traditional options such as flag football, soccer, basketball, and softball to more niche sports like badminton, e-sports, or cricket, there is something for everyone. And according to Lane, “College is a great time to try out a new sport, and you might find something you enjoy playing.” &nbsp;</p><h2>Who can join? &nbsp;</h2><p>Intramural sports are open to anyone enrolled in at least six credit hours. Participants also need a Campus Recreation Center (CRC) membership, which is included in student fees, and must purchase a $20 Intramural Pass per semester (or $35 for the year–offered for a limited time). The fee allows students to play in as few or as many sports as they like.&nbsp;</p><p>According to Shan Paracka, assistant director of competitive sports, no previous experience is required to participate. All skill levels are encouraged to join, from people who have never played to people who may have played competitively in college.&nbsp;</p><p>“Intramurals are meant to be fun and lighthearted,” said Paracka. “It’s a place to disconnect from the challenges of school and other things happening in your life.” &nbsp;&nbsp;</p><h2>How are teams formed?&nbsp;</h2><p>Individuals can form their own teams on the <a href="https://mycrc.gatech.edu/">IMLeagues registration website</a> and invite their friends to join. Some organizations create teams, or individuals can sign up as a “free agent” and ask to join teams that may need a few more athletes.&nbsp;</p><p>“There is no set requirement for how to form a team,” said Lane. “Simply choosing to play with some people is enough.”&nbsp;</p><p>All sports have open leagues, which anyone can play regardless of gender.&nbsp;</p><p>“Some sports have women’s leagues specifically designed for female teams, and others have co-rec teams where women and men play together,” said Lane.&nbsp;</p><h2>What is the time commitment?&nbsp;</h2><p>Most sports require minimal time, usually one game per week for about five weeks, followed by playoffs.&nbsp;</p><p>Games are held during weekday evenings and sometimes on weekends:&nbsp;</p><ul><li>Monday–Thursday: 5–10 p.m.</li><li>Friday: 3–6 p.m.</li><li>Occasional Saturday/Sunday games</li></ul><p>Teams typically don’t practice, though some groups meet casually outside of games.</p><p>“If you think you are going to be bad at a sport, I can assure you that nobody is too bad to play with us,” “Before I came to Tech, I won a championship in a sport that I’m not good at, but my teammates were there to help me out.”&nbsp;</p><h2>Are sports offered year-round?&nbsp;</h2><p>Each sport lasts a few weeks during the fall and spring semesters. While there are currently no summer leagues, Lane says that could change in the future.&nbsp;</p><p>“The sports come in phases, so there is always a continuous offering throughout the year,” said Lane. “In addition, the sports change throughout the year. We start with flag football, volleyball, and soccer at various times in the fall, and transition to basketball, softball, football and soccer in the spring. There is always something fun to do in the program.”&nbsp;</p><h2>Ready to sign up?&nbsp;</h2><p>Visit the <a href="https://mycrc.gatech.edu/">Campus Recreation Center</a> website and login using your Georgia Tech SSO. Select “IMLeagues,” click on the banner, and you can see the sports available, when registration opens, and when they will be played.&nbsp;</p><p>“The IMLeagues website is easy to use, and it will walk players through the registration process,” said Lane.&nbsp;<br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1752696248</created>  <gmt_created>2025-07-16 20:04:08</gmt_created>  <changed>1753197988</changed>  <gmt_changed>2025-07-22 15:26:28</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Canoe battleship. Innertube water polo. Kickball. Mario Kart 8. These are just a few of the intramural sports Georgia Tech offers all students. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Canoe battleship. Innertube water polo. Kickball. Mario Kart 8. These are just a few of the intramural sports Georgia Tech offers all students. ]]></sentence>  <summary><![CDATA[<p>Canoe battleship. Innertube water polo. Kickball. Mario Kart 8. These are just a few of the intramural sports Georgia Tech offers all students.&nbsp;</p>]]></summary>  <dateline>2025-07-16T00:00:00-04:00</dateline>  <iso_dateline>2025-07-16T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-07-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>677444</item>      </media>  <hg_media>          <item>          <nid>677444</nid>          <type>image</type>          <title><![CDATA[Intramural Sports]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[25-R10410-P54-011.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/07/16/25-R10410-P54-011.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/07/16/25-R10410-P54-011.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/07/16/25-R10410-P54-011.jpg?itok=R8rtrjdy]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Students cheering at sporting event]]></image_alt>                    <created>1752696256</created>          <gmt_created>2025-07-16 20:04:16</gmt_created>          <changed>1752696256</changed>          <gmt_changed>2025-07-16 20:04:16</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="683198">  <title><![CDATA[From Concert Halls to Coding: Conducting Research Virtually as an OMSCS Student ]]></title>  <uid>36249</uid>  <body><![CDATA[<p>One day, Mercedes Quintana was working as a freelance violist. The next, she was knee-deep in research at Georgia Tech, chasing down 2,000 lizards.&nbsp;</p><h2>Finding Rhythm in Computer Science</h2><p>Quintana started her career in the arts and holds two degrees in musical performance; however, during the COVID-19 pandemic, she decided to switch to computer science.&nbsp;</p><p>“I found myself increasingly drawn to computational problem-solving, which led me to pursue the Online Master of Science Computer Science (OMSCS) program with a focus on machine learning,” said Quintana.&nbsp;</p><p>She sees a strong connection between her classical music training and the way she approaches computer science.</p><p>“When I learn a new piece of music, I break it down into manageable parts and iteratively improve on difficult sections,” said Quintana. “That process mirrors how I debug code or work through complex computational problems.”&nbsp;</p><h2>A Virtual Lab with Real-World Impact</h2><p>After completing a research internship analyzing earthquake data, Quintana was inspired to make a real-world impact. &nbsp;</p><blockquote><p>Through that internship, I encountered researchers using computation to tackle biological and scientific problems,” said Quintana. “I realized I wanted to work at the intersection of computer science and life sciences.</p></blockquote><p>That realization led her to the Human Augmented Analytics Group (HAAG). Founded by Ph.D. student Breanna Shi, HAAG is a virtual research lab that connects online students with in-person research projects.&nbsp;</p><p>Quintana is conducting her virtual research project in the Stroud Lab under the guidance of James Stroud, assistant professor in the School of Biological Sciences.&nbsp;</p><h2>Cracking the Code of 2,000 Lizards</h2><p>The Stroud Lab uses lizards to explore how evolutionary processes may underlie broader patterns of biological diversity.&nbsp;</p><p>“It’s a surprisingly large-scale effort. The lab needs to catch and x-ray about 2,000 lizards a year,” said Quintana. “We mark anatomical landmarks on the x-rays. These markers are used to analyze variations across species to study evolutionary patterns.”</p><p>Currently, the process is entirely manual. The goal is to automate it to improve both accuracy and efficiency in biological research.&nbsp;</p><blockquote><p>This kind of automation can transform biological research,” said Quintana. “It saves researchers time, increases accuracy, and frees up bandwidth for deeper analysis. It also lays the groundwork for similar tools to be used in other species, which could advance our understanding of biodiversity and evolution.</p></blockquote><h2>Efficiency by Design</h2><p>Quintana hopes that her work will help ease the burden on field biologists.</p><p>“I was surprised by the sheer amount of physical effort that goes into collecting biological data,” said Quintana. “It gave me a much deeper appreciation for how much precision and labor goes into building the datasets I use.”&nbsp;</p><p>Automating this process will save the lab months of work.&nbsp;</p><p>“Automating tedious tasks can really speed up discovery,” said Quintana. “After completing this program, I hope to continue developing technology that supports and empowers researchers in their work.”&nbsp;</p><p>In tandem with the automation work, Quintana is developing a user-friendly interface that will allow biologists without coding backgrounds to use it, an important step for the tool’s long-term adoption.&nbsp;</p><h2>Design Thinking in the Real World</h2><p>For Quintana, the experience revealed how fulfilling it is not only to build useful tools, but also to communicate their impact to others. She especially enjoyed collaborating across disciplines to refine those tools based on real-world feedback.&nbsp;</p><p>“This process of interdisciplinary collaboration and iterative design has shown me how powerful well-designed technology can be when it’s informed by the people who will actually use it.”&nbsp;</p><p>As a musician, student, and researcher, the experience has sharpened Quintana’s problem-solving skills.&nbsp;</p><p>“When I’m learning a new piece as a musician, I break it down like a computer scientist would,” said Quintana. “I isolate the tough measures, make them easier, refine them, and integrate them back into the full piece. It’s a structured, almost algorithmic approach, and it reminds me of techniques like boosting in machine learning.”&nbsp;</p><h2>Making Her Mark Virtually</h2><p>Her work hasn’t gone unnoticed by those around her.&nbsp;</p><p>“Mercedes has proven herself an invaluable asset with her work in conservation technology and human-centered interfaces,” said Shi. “As the founder of HAAG, I’m thrilled to champion Mercedes as a brilliant researcher not only advancing her own project but actively elevating the entire HAAG community. I look forward to seeing what she accomplishes next.”&nbsp;</p><h2>A New Chapter Begins</h2><p>Quintana’s career change is a testament to the power of interdisciplinary research and the unexpected ways curiosity, creativity, and technical skills can intersect.&nbsp;</p><p>On June 25, Quintana presented her work with WildLabs Community at their monthly variety hour. She is currently preparing for her first publication submission by the end of 2025.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1753124238</created>  <gmt_created>2025-07-21 18:57:18</gmt_created>  <changed>1753128275</changed>  <gmt_changed>2025-07-21 20:04:35</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[One day, Mercedes Quintana was working as a freelance violist. The next, she was knee-deep in research at Georgia Tech, chasing down 2,000 lizards. ]]></teaser>  <type>news</type>  <sentence><![CDATA[One day, Mercedes Quintana was working as a freelance violist. The next, she was knee-deep in research at Georgia Tech, chasing down 2,000 lizards. ]]></sentence>  <summary><![CDATA[<p>One day, Mercedes Quintana was working as a freelance violist. The next, she was knee-deep in research at Georgia Tech, chasing down 2,000 lizards.&nbsp;</p>]]></summary>  <dateline>2025-07-21T00:00:00-04:00</dateline>  <iso_dateline>2025-07-21T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-07-21 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>677460</item>      </media>  <hg_media>          <item>          <nid>677460</nid>          <type>image</type>          <title><![CDATA[Mercedes Quintana]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[mercedes_headshot.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/07/21/mercedes_headshot.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/07/21/mercedes_headshot.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/07/21/mercedes_headshot.jpg?itok=bkQClj3J]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Mercedes Quintana]]></image_alt>                    <created>1753124293</created>          <gmt_created>2025-07-21 18:58:13</gmt_created>          <changed>1753124293</changed>          <gmt_changed>2025-07-21 18:58:13</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="146"><![CDATA[Life Sciences and Biology]]></category>          <category tid="8862"><![CDATA[Student Research]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="146"><![CDATA[Life Sciences and Biology]]></term>          <term tid="8862"><![CDATA[Student Research]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="682456">  <title><![CDATA[Georgia Tech’s GT6000 Earns NASPA’s Promising Practices Award]]></title>  <uid>36363</uid>  <body><![CDATA[<p>GT6000, Georgia Tech’s small-group, peer-led, extended orientation program designed specifically for first-year graduate students, has received the 2025 Promising Practices in Graduate and Professional Student Services Award from the NASPA Administrators in Graduate and Professional Student Services (AGAPPS) Knowledge Community.&nbsp;This award recognizes impactful, innovative programs that support and enhance the graduate student experience.</p><p>NASPA, Student Affairs Administrators in Higher Education, is a U.S.-based student affairs professional development and advocacy organization with over 13,000 members at 1,400 campuses in 25 countries. The AGAPPS Knowledge Community provides a supportive forum for administrators who work across many different educational settings and manage diverse elements of a holistic academic and student services portfolio in support of graduate and professional student success. Its programs and services are dedicated to empowering professionals to foster student success.</p><p>Jackie Yun, Executive Director of the Kenneth C. Griffin Graduate School of Arts and Sciences at Harvard University and Co-Chair of the AGAPPS Knowledge Community, says, “We at AGAPSS are proud to see institutions like Georgia Tech championing innovative support for graduate and professional students. This initiative exemplifies the kind of collaborative, student-centered work that strengthens our field and is a model for how we can create meaningful change through intentional programming."</p><p>GT6000’s initial launch as a “Grad Groups” pilot in 2014 has since grown to become a one-credit-hour pass/fail graduate-level, institute-wide, extended-orientation course, exemplifying the Office of Graduate Education’s commitment to finding innovative ways to support the transition of new graduate students.&nbsp;</p><p>GT6000 was founded by James Black, Ph.D., a Georgia Tech alumnus who earned his doctorate in mechanical engineering and previously served as president of the Graduate Student Government Association. Now Director of Student and Academic Affairs and Senior Academic Professional in the Office of Graduate Education, Black developed GT6000 in response to a simple question: 'What would have been helpful to me as a graduate student at Georgia Tech?' The optional, peer-led extended orientation program gives new graduate students an early introduction to campus resources.&nbsp;</p><p>Since its pilot launch with just 40 students in Fall 2014, GT6000 has grown significantly, serving over 500 participants in Fall 2024, nearly 20% of all new graduate students on the Atlanta campus. In response to both this growth and a broader commitment to enhancing graduate student support, the Office of Graduate Education welcomed Marc Ebelhar, Ed.D., in March 2022. Ebelhar now serves as a Graduate Student Success Specialist and Academic Professional, as well as the Instructor of Record for GT6000.&nbsp;</p><p>GT6000 provides a foundation of resilience and knowledge to handle stress, promotes academic and professional success, and facilitates navigating the “hidden curriculum” of graduate education. The program is peer-led by experienced graduate students. Each group or course section is composed of a trained Group Leader and roughly 14 new graduate students. These student-only spaces provide opportunities that encourage open and candid dialogue and foster connection.&nbsp;</p><p>The program has been presented at national gatherings such as the Gardner Institute’s conference on the Graduate Student Experience, a meeting of the AAU Graduate Deans, the NASPA Annual Conference, and NAGAP’s Annual Graduate Enrollment Management Summit. Institutions including Clemson University, the University of Virginia, Notre Dame, and the University of South Carolina have all reached out to learn more about GT6000; some aiming to create similar programs at their institutions. One colleague described Georgia Tech as the “standard bearer” for graduate student support, specifically pointing to GT6000. Black and Ebelhar are currently writing a book chapter on GT6000 in collaboration with the Gardner Institute on the Graduate Student Experience, to be published by Johns Hopkins University Press in late 2025.&nbsp;</p><p>Black and Ebelhar were recently featured on the <a href="https://www.buzzsprout.com/1808070/episodes/17065210">Office Hours with John Gardner</a> podcast. Listen to their episode to learn more about GT6000, and visit the webpage, <a href="https://grad.gatech.edu/gt6000">https://grad.gatech.edu/gt6000</a>.&nbsp;<br>&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1747668938</created>  <gmt_created>2025-05-19 15:35:38</gmt_created>  <changed>1750190767</changed>  <gmt_changed>2025-06-17 20:06:07</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech’s GT6000 program, a peer-led, extended orientation course for first-year graduate students, has received the 2025 Promising Practices in Graduate and Professional Student Services Award from NASPA’s AGAPPS Knowledge Community.]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech’s GT6000 program, a peer-led, extended orientation course for first-year graduate students, has received the 2025 Promising Practices in Graduate and Professional Student Services Award from NASPA’s AGAPPS Knowledge Community.]]></sentence>  <summary><![CDATA[<p>Georgia Tech’s GT6000 program, a peer-led, extended orientation course for first-year graduate students, has received the 2025 Promising Practices in Graduate and Professional Student Services Award from NASPA’s AGAPPS Knowledge Community. Designed to foster early connection, resilience, and academic success, GT6000 has grown from a pilot of 40 students to serving over 500 new graduate students annually. Recognized as a national model, the program exemplifies Georgia Tech’s innovative commitment to enhancing the graduate student experience.</p>]]></summary>  <dateline>2025-05-19T00:00:00-04:00</dateline>  <iso_dateline>2025-05-19T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-05-19 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Georgia Tech’s GT6000 Earns NASPA’s Promising Practices Award]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill&nbsp;</p><p>Marketing &amp; Communications Manager | Office of Graduate Education&nbsp;</p><p>Marc Ebelhar&nbsp;</p><p>Graduate Student Success Specialist | Office of Graduate Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>      </media>  <hg_media>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="184291"><![CDATA[GT6000]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="666043">  <title><![CDATA[CRIDC 2023 Awards $43,000 Worth of Research Travel Grants to Competition Winners ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>Tech’s 14th annual Career, Research, Innovation, and Development Conference (CRIDC) was held this past February 1. Ninety-nine graduate students participated in the poster competition, presenting their research in front of their peers and faculty and staff judges alike. This year’s CRIDC recognized the outstanding and impactful work of our student competitors and awarded $43,000 worth of&nbsp;research travel grants.&nbsp;</p><p>Congratulations to the following poster competition winners. &nbsp;</p><p><strong>Executive Vice President for Research winners&nbsp;</strong></p><p>Nicole Aiosa, College of Sciences&nbsp;</p><p>Abigail Diering, College of Engineering&nbsp;</p><p>Andrew Cazier, College of Engineering&nbsp;</p><p>Christian Coletti, College of Engineering&nbsp;</p><p>Anamik Jhunjhunwala, College of Engineering&nbsp;</p><p>Kaitlyn Otte,&nbsp;College of Sciences&nbsp;</p><p>Arpit Narechania, College of Computing&nbsp;</p><p>Christina McDonald, College of Engineering&nbsp;</p><p>Nina Sara Fraticelli-Guzman, College of Engineering&nbsp;</p><p>Megan McSweeney, College of Engineering&nbsp;</p><p><strong>College of Engineering winners &nbsp;</strong></p><p>Mariah Schrum&nbsp;</p><p>Tanner Hickman&nbsp;</p><p>Walter Parker&nbsp;</p><p>Adam Garlow&nbsp;</p><p><strong>College of Sciences winners &nbsp;</strong></p><p>Sonia Bhattacharya&nbsp;</p><p>Jessica Zahn&nbsp;</p><p>Iramofu Dominic&nbsp;</p><p><strong>College of Computing winners &nbsp;</strong></p><p>Miuyin Yong Wong&nbsp;</p><p>Jonathan Womack&nbsp;</p><p>Abhinav Gullapalli&nbsp;</p><p>Matthew Landen&nbsp;</p><p>Adam Coscia&nbsp;</p><p><strong>Office of the Provost’s Award&nbsp;</strong></p><p>Jordan Kocher, College of Engineering&nbsp;</p><p>Jennifer Leestma, College of Engineering&nbsp;</p><p>Batin Karahasanoglu, College of Engineering&nbsp;</p><p>Krishma Singal, College of Sciences&nbsp;</p><p>Ivy Chang (Exhibition Competition Winner), College of Engineering&nbsp;</p><p>CRIDC is the product of a collaboration between the Graduate Student Government Association (GSGA) and the Graduate Career Development Team from the Office of the Vice Provost for Graduate and Postdoctoral Education. Several years ago, the event was created when the student-led poster competition, then known as the Georgia Tech Research and Innovation Competition (GTRIC) was combined with the Graduate Career Symposium. &nbsp;</p><p>CRIDC also features an Innovation Competition, in which ten graduate student finalists offered three-minute presentations to a panel of judges. All participants met with Tech’s VentureLab to explore grants and programs that can help them pursue startup businesses and technology licensing opportunities. &nbsp;</p><p>Congratulations to the winners of the 2023 CRIDC Innovation Competition: &nbsp;</p><p><strong>1st place:</strong> Pradosh Dash&nbsp;</p><p><strong>Runner-up: </strong>Simin Nasiri&nbsp;</p><p><strong>Runner-up:</strong> Batin Karahasanoglu&nbsp;</p><p>&nbsp;In addition to the poster competition, this year’s CRIDC also featured an employee networking brunch as well as four career panels. For more information about CRIDC, please visit <a href="https://grad.gatech.edu/cridc">https://grad.gatech.edu/cridc</a>.</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1677063028</created>  <gmt_created>2023-02-22 10:50:28</gmt_created>  <changed>1746127051</changed>  <gmt_changed>2025-05-01 19:17:31</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[This year’s CRIDC recognized the outstanding and impactful work of our student competitors and awarded $43,000 worth of research travel grants. ]]></teaser>  <type>news</type>  <sentence><![CDATA[This year’s CRIDC recognized the outstanding and impactful work of our student competitors and awarded $43,000 worth of research travel grants. ]]></sentence>  <summary><![CDATA[<p>This year’s CRIDC recognized the outstanding and impactful work of our student competitors and awarded $43,000 worth of research travel grants.&nbsp;</p>]]></summary>  <dateline>2023-02-21T00:00:00-05:00</dateline>  <iso_dateline>2023-02-21T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-02-21 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[bhill99@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill&nbsp;</p><p>Marketing Communications Manager&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>      </media>  <hg_media>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/cridc]]></url>        <title><![CDATA[Learn more about CRIDC 2023 ]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/past-cridc-poster-competition-winners-reflect-their-cridc-experiences]]></url>        <title><![CDATA[Past CRIDC Poster Competition Winners Reflect on their CRIDC Experiences]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="365"><![CDATA[Research]]></keyword>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="50401"><![CDATA[poster competition]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="671389">  <title><![CDATA[Ph.D. Student Looks to Brain Temperature as Marker of Health]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Dongsuk Sung, Ph.D. student studying biomedical engineering in the joint Georgia Tech and Emory University program, wanted to do research that people don’t think about but is very important in reality.&nbsp;</p><p>“Brain temperature was under-studied but a critical marker for our brain health, and clinicians in emergency departments told me that they need a tool to predict brain temperature accurately to treat patients better,” said Sung. “I have always wanted to help patients have longer, healthier lives after medical treatments.”&nbsp;</p><p>Sung’s research includes the study and development of “next generation techniques for the estimation of human brain temperature.”&nbsp;</p><p>According to Sung, core body temperature has been used as a substitute to brain temperature due to a lack of non-invasive techniques. However, it has been reported that the core body temperature and the brain temperature can be different after certain injuries, diseases, or strokes.&nbsp;</p><p>The goal of Sung’s dissertation is to develop a method to predict brain temperature in an efficient and effective way. He developed a computational model that is both non-invasive and uses patient-specific data.&nbsp;</p><p>“Ultimately, my research on computational model-based brain thermometry will potentially improve decisions from doctors and providing better patient outcomes, particularly in brain-based diseases or injuries, enabling longer and healthier lives,” said Sung.&nbsp;</p><p>Sung’s research titled, “Comparisons of healthy human brain temperature predicted from biophysical modeling and measured with whole brain MR thermometry,” was published in Scientific Reports and recently earned a Chih Foundation Graduate Student Research Publication award.&nbsp;</p><p>Sung is one of four graduate students awarded the 2023 Chih Foundation Graduate Student Research Publication. Congratulations to the following 2023 Chih Foundation Graduate Student Research Publication award recipients: Andrés-Felipe Castro Méndez, Dongsuk Sung, Hantian Zhang, and Vanessa Oguamanam.&nbsp;</p><p>Each awardee receives $2,500 to pursue their research.&nbsp;</p><p>“This award will provide me with more opportunities for me to explore deeply into this topic and introduce this topic to general audiences,” said Sung. “I’m really grateful for receiving this award so that I can confidently keep pursuing the biomedical research using medical imaging.”</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1701712575</created>  <gmt_created>2023-12-04 17:56:15</gmt_created>  <changed>1746126972</changed>  <gmt_changed>2025-05-01 19:16:12</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Dongsuk Sung's research and published work in studying brain temperature earned a Chih Foundation Graduate Student Research Publication award. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Dongsuk Sung's research and published work in studying brain temperature earned a Chih Foundation Graduate Student Research Publication award. ]]></sentence>  <summary><![CDATA[<p>Dongsuk Sung's research and published work in studying brain temperature earned a Chih Foundation Graduate Student Research Publication award.&nbsp;</p>]]></summary>  <dateline>2023-12-04T00:00:00-05:00</dateline>  <iso_dateline>2023-12-04T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-12-04 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br>Communications Officer<br>Office of Graduate and Postdoctoral Education<br><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a></p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672496</item>      </media>  <hg_media>          <item>          <nid>672496</nid>          <type>image</type>          <title><![CDATA[DongsukSung_HeadShot_AHA[75].jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[DongsukSung_HeadShot_AHA[75].jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/12/04/DongsukSung_HeadShot_AHA%5B75%5D.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/12/04/DongsukSung_HeadShot_AHA%5B75%5D.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/12/04/DongsukSung_HeadShot_AHA%255B75%255D.jpg?itok=DhIkSn4Z]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Dongsuk Sung headshot]]></image_alt>                    <created>1701712587</created>          <gmt_created>2023-12-04 17:56:27</gmt_created>          <changed>1701712587</changed>          <gmt_changed>2023-12-04 17:56:27</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/news/phd-students-earn-chih-graduate-student-research-publication-award]]></url>        <title><![CDATA[Ph.D. Students Earn Chih Graduate Student Research Publication Award]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/phd-student-addresses-climate-change-pending-patented-invention]]></url>        <title><![CDATA[Ph.D. Student Addresses Climate Change with Pending Patented Invention]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="193234"><![CDATA[Campaign Stories]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="193234"><![CDATA[Campaign Stories]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="181273"><![CDATA[Chih Foundation Graduate Student Research Award]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>          <term tid="39441"><![CDATA[Bioengineering and Bioscience]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="682103">  <title><![CDATA[New Initiative Supports Incoming International Graduate Students]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Buzz Buddies is a new mentorship initiative from Graduate Student Government Association (Grad SGA) aimed at helping 1st-year international graduate students to acclimate to life at Georgia Tech.&nbsp;</p><blockquote><p>To build a strong sense of belonging for these students has been a major platform for this Grad SGA leadership (2024-25), and we are a carrying out what we set out to do,” said Donglai Yang, second-year Ph.D. student in geophysics. “Being an international student here in the United States has been an incredible opportunity of growth for me. This identity has granted me many unique challenges that would be difficult to overcome without the help of many mentors and peer support along the way.</p></blockquote><p>Buzz Buddies is designed to help with some of the more nuanced or social aspects of life at Georgia Tech such as housing, hobbies, extra-curricular activities, and life in Atlanta.&nbsp;</p><p>Amaya McNealy, a third-year Ph.D. student in industrial engineering added,&nbsp;</p><blockquote><p>Graduate school can be difficult to navigate from an academic, professional, social, and personal perspective. Buzz Buddies was created to help with the transition by pairing current international graduate students with incoming international graduate students.</p></blockquote><h3><a href="https://docs.google.com/forms/d/e/1FAIpQLScwxVKC7YiNGb0Brj_RZEefRwKAEFEqMXV3NSPt52Icd3LAxw/viewform?usp=dialog">Apply for Buzz Buddies</a></h3><h2><br>How to Join Buzz Buddies: Application and Matching Process</h2><p>Currently, Buzz Buddies program only targets incoming, on-campus graduate students. Those interested in receiving mentorship fill out a brief application, which can be <a href="https://docs.google.com/forms/d/e/1FAIpQLScwxVKC7YiNGb0Brj_RZEefRwKAEFEqMXV3NSPt52Icd3LAxw/viewform">accessed here</a>. Mentees are paired with an experienced graduate student mentor through a holistic evaluation. The application reviewers consider professional and academic pursuits, hobbies and interests, and other factors. The application allows both mentors and mentees to identify specific needs, which will be considered during the matching process.&nbsp;</p><h2>What to Expect as a Buzz Buddy&nbsp;</h2><p>For mentees, the program starts this summer and ends in December, although the specific starting time is up to the mentors and mentees themselves to decide. Participation for Buzz Buddies is a once-a-month meeting to be determined between mentor and mentee. These meetings can be informal but are designed to act as a check-in with the mentee’s progress and address any questions or concerns they have.&nbsp;</p><h2>Community Events, Workshops, and Peer Connection</h2><p>In addition to the monthly meeting, three social events will be held each semester, designed to build community within Buzz Buddies cohort and allow students to interact with students who have similar experiences.&nbsp;</p><p>In the fall semester, participants can expect a series of social gatherings of various forms to better strengthen the mentor-mentee community. There will also be workshops with Georgia Tech staff and/or faculty to facilitate discussions around professional growth, as well as focus groups to reflect on the challenges encountered as international graduate students and crowdsource solutions.</p><h2>Aligning with Grad SGA’s Commitment to Community</h2><p>Buzz Buddies is part of a broader effort by Grad SGA to support Georgia Tech’s international student community. With collaboration from the Office of International Education and Student Engagement and Wellbeing, the program reflects a commitment to “provide students as many resources as possible to ease their transition to Georgia Tech so they can enjoy and thrive during their time here.”<br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1745871851</created>  <gmt_created>2025-04-28 20:24:11</gmt_created>  <changed>1746022913</changed>  <gmt_changed>2025-04-30 14:21:53</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Buzz Buddies is a new mentorship initiative from Graduate Student Government Association (Grad SGA) aimed at helping 1st-year international graduate students to acclimate to life at Georgia Tech. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Buzz Buddies is a new mentorship initiative from Graduate Student Government Association (Grad SGA) aimed at helping 1st-year international graduate students to acclimate to life at Georgia Tech. ]]></sentence>  <summary><![CDATA[<p>Buzz Buddies is a new mentorship initiative from Graduate Student Government Association (Grad SGA) aimed at helping 1st-year international graduate students to acclimate to life at Georgia Tech.&nbsp;</p>]]></summary>  <dateline>2025-04-28T00:00:00-04:00</dateline>  <iso_dateline>2025-04-28T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-04-28 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>676977</item>      </media>  <hg_media>          <item>          <nid>676977</nid>          <type>image</type>          <title><![CDATA[Flags of the World]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[flags-of-the-world.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/04/28/flags-of-the-world.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/04/28/flags-of-the-world.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/04/28/flags-of-the-world.jpg?itok=UuoPGAVC]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Flags of the world]]></image_alt>                    <created>1745871915</created>          <gmt_created>2025-04-28 20:25:15</gmt_created>          <changed>1745871915</changed>          <gmt_changed>2025-04-28 20:25:15</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://docs.google.com/forms/d/e/1FAIpQLScwxVKC7YiNGb0Brj_RZEefRwKAEFEqMXV3NSPt52Icd3LAxw/viewform?usp=dialog]]></url>        <title><![CDATA[Apply for Buzz Buddies]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="194248"><![CDATA[International Education]]></category>      </categories>  <news_terms>          <term tid="194248"><![CDATA[International Education]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="681728">  <title><![CDATA[Meet Your 2025-26 Grad SGA Leaders]]></title>  <uid>36249</uid>  <body><![CDATA[<p><strong>A message from Kiera Tran and Donglai Yang, Graduate Student Government Association (Grad SGA) president and executive vice president.&nbsp;</strong></p><p>We are thrilled to introduce the new Grad SGA leadership for 2025-2026: William Pavlick, the incoming Grad SGA president, and Jonathan Stevenson, the incoming Grad SGA executive vice president. They will be sworn in on April 18.&nbsp;</p><p>Pavlick is a 2nd-year Ph.D. student in Electrical and Computer Engineering currently serving as vice president of government affairs in Grad SGA. He has been assisting our graduate student body through providing information for students during the national presidential election and strongly advocating for more federal funding in our Atlantic Coast Conference advocacy trip at the Capitol.&nbsp;</p><p>Stevenson is a 3rd-year Ph.D. student in Biology who serves as a senator in our Graduate Student Senate. He has contributed brilliant insights to many matters that effect graduate students in this past year.&nbsp;</p><p>Together, we have no doubt that Pavlick and Stevenson are the best fit to take on these roles and responsibilities.&nbsp;</p><p>We would like to commend their willingness to serve others despite the challenges ahead. With their enthusiasm for graduate student well-being and their urge to engage proactively with the staff and faculty, we are adamant that they will bring about positive changes, and we look forward to a productive year ahead. With that, we invite you to start a conversation with them and discuss potential venues for collaboration.</p><p>We would also like to use this occasion to express our gratitude working with many of you! It has been an eventful and adventurous year. In amidst of constant change and uncertainty, we appreciate the unwavering support as we continued to advocate for our graduate students.</p><p>Always in services,&nbsp;</p><p>Kiera and Donglai<br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1744311743</created>  <gmt_created>2025-04-10 19:02:23</gmt_created>  <changed>1744814105</changed>  <gmt_changed>2025-04-16 14:35:05</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Welcoming William Pavlick, incoming Grad SGA president, and Jonathan Stevenson, incoming Grad SGA executive vice president. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Welcoming William Pavlick, incoming Grad SGA president, and Jonathan Stevenson, incoming Grad SGA executive vice president. ]]></sentence>  <summary><![CDATA[<p>Welcoming William Pavlick, incoming Grad SGA president, and Jonathan Stevenson, incoming Grad SGA executive vice president.&nbsp;</p>]]></summary>  <dateline>2025-04-10T00:00:00-04:00</dateline>  <iso_dateline>2025-04-10T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-04-10 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>676809</item>      </media>  <hg_media>          <item>          <nid>676809</nid>          <type>image</type>          <title><![CDATA[William Pavlick (left) and Jonathan Stevenson]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Will-Jonathan.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/04/10/Will-Jonathan.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/04/10/Will-Jonathan.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/04/10/Will-Jonathan.jpg?itok=fYKwbs2Z]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[William Pavlick and Jonathan Stevenson]]></image_alt>                    <created>1744311756</created>          <gmt_created>2025-04-10 19:02:36</gmt_created>          <changed>1744311756</changed>          <gmt_changed>2025-04-10 19:02:36</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="681667">  <title><![CDATA[Georgia Tech Expands BuzzCard Access to Online International Students ]]></title>  <uid>35052</uid>  <body><![CDATA[<div><h3><strong>Georgia Tech Expands BuzzCard Access to Online International Students&nbsp;</strong></h3><p>&nbsp;</p><p>In alignment with Georgia Tech’s 2024 goal to assess the needs of various student populations and implement changes that enhance holistic success and belonging, the <a href="https://www.buzzcard.gatech.edu/" rel="noreferrer noopener" target="_blank">BuzzCard</a> center within the cabinet of <a href="https://students.gatech.edu/" rel="noreferrer noopener" target="_blank">Student Engagement and Well-being</a> has launched a pilot program to provide BuzzCards* to international students enrolled in the <a href="https://omscs.gatech.edu/" rel="noreferrer noopener" target="_blank">Online Master of Science in Computer Science (OMSCS)</a> program. Beginning in Fall 2024, a test group of OMSCS international students in the United Arab Emirates (UAE), the United Kingdom (UK), India, Singapore, and South Korea received their official Georgia Tech BuzzCards via international shipping.&nbsp;</p></div><div><p>&nbsp;</p></div><div><p>For years, the BuzzCard has been an essential part of the Georgia Tech student experience, providing identification, access to campus services, and a tangible connection to the Institute. With more than 3,000 international students currently enrolled in OMSCS out of a total of over 16,000 students enrolled this semester, the need for a more global solution is apparent. Recognizing this, Jennifer Rocke (Operations Manager for the BuzzCard team) and Ana Mary Rusch (Associate Director of Learner Engagement and Student Life for OMSCS) collaborated with leadership to ensure that online students worldwide could benefit from the same sense of belonging as their on-campus peers. They also cited the collaborative efforts from Michael Teed, Manager of Georgia Tech’s Printing and Copying Services, as another integral part in the success of this test project. &nbsp;</p></div><div><p>&nbsp;</p></div><div><p>“The BuzzCard Center has produced and shipped over 11,050 cards to students within the United States which reflects a 75.5% increase since the program’s inception in 2017,” said Rocke. “We are looking forward to this partnership with OMSCS to service students based outside of the U.S. starting in the fall of 2025.”&nbsp;</p></div><div><p>&nbsp;</p></div><div><p>This initiative is part of a broader effort to bridge the gap between online and in-person experiences for Georgia Tech students. By offering BuzzCard distribution internationally, the Institute strengthens its commitment to fostering a <a href="https://strategicplan.gatech.edu/focus/global" rel="noreferrer noopener" target="_blank">global community</a> where every student—regardless of location—feels fully integrated into the Georgia Tech experience.&nbsp;</p></div><div><p>&nbsp;</p></div><div><p>"We've always been proud of the fact that our online offerings are equal to on-campus—they grant the same degree with the same rigor and prestige," said David Joyner, Executive Director of OMSCS &amp; Online Education and Associate Dean for Off-Campus &amp; Special Initiatives. "This effort further emphasizes that at Georgia Tech, there aren't ‘in-person’ students and ‘online’ students—there are just Georgia Tech students."&nbsp;</p></div><div><p>&nbsp;</p></div><div><p>The international shipping pilot program will be closely monitored, with the possibility of expansion to additional countries based on demand and logistical success. Georgia Tech is one of the few universities pioneering this level of inclusion for online students, further solidifying its reputation as a leader in global education.&nbsp;</p></div>]]></body>  <author>mcarter80</author>  <status>1</status>  <created>1744129589</created>  <gmt_created>2025-04-08 16:26:29</gmt_created>  <changed>1744206416</changed>  <gmt_changed>2025-04-09 13:46:56</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech has launched a pilot program to deliver BuzzCards to international OMSCS students, strengthening global student inclusion and connection to campus life.]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech has launched a pilot program to deliver BuzzCards to international OMSCS students, strengthening global student inclusion and connection to campus life.]]></sentence>  <summary><![CDATA[<p>In support of Georgia Tech’s 2024 goal to enhance student belonging and success, the BuzzCard Center has initiated a pilot program to provide BuzzCards to international students enrolled in the Online Master of Science in Computer Science (OMSCS) program. This initiative aims to bridge the gap between online and in-person experiences by offering OMSCS students a tangible connection to the Institute.</p>]]></summary>  <dateline>2025-04-08T00:00:00-04:00</dateline>  <iso_dateline>2025-04-08T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-04-08 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>676790</item>      </media>  <hg_media>          <item>          <nid>676790</nid>          <type>image</type>          <title><![CDATA[DSC_0263.JPG]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[DSC_0263.JPG]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/04/08/DSC_0263_0.JPG]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/04/08/DSC_0263_0.JPG]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/04/08/DSC_0263_0.JPG?itok=khuvGp9b]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[a photo of a BuzzCard in front of the international flags in Smithgall's atrium]]></image_alt>                    <created>1744129615</created>          <gmt_created>2025-04-08 16:26:55</gmt_created>          <changed>1744129615</changed>          <gmt_changed>2025-04-08 16:26:55</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="494211"><![CDATA[BuzzCard]]></group>          <group id="1182"><![CDATA[General]]></group>          <group id="652360"><![CDATA[Student Engagement and Well-Being]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="7834"><![CDATA[BuzzCard]]></keyword>          <keyword tid="173330"><![CDATA[BuzzCard Center]]></keyword>          <keyword tid="121521"><![CDATA[OMSCS]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="186263"><![CDATA[online community]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="681655">  <title><![CDATA[Winners announced for the 10th Annual Three Minute Thesis Competition ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>The 10th annual Georgia Tech Three Minute Thesis (3MT) competition took place on April 4, where 12 scholars presented their groundbreaking research in just three minutes using a language appropriate for a non-specialist audience &nbsp;After five preliminary rounds and a riveting final round, four graduate students were named winners, each earning a research travel grant to support their continued academic journey. &nbsp;</p><p>Congratulations to the 2025 Three Minute Thesis Winners:&nbsp;</p><p><strong>Master's Winner</strong>&nbsp;</p><p>Sai Shreeya Yara, Materials Science and Engineering&nbsp;</p><p><em>Molten Salt Reactors – A Way to Harness Nuclear Energy Safely</em>&nbsp;</p><p>The master’s category winner won a $1,000 research travel grant.&nbsp;</p><p><strong>Overall Ph.D. Winner</strong>&nbsp;</p><p>Sakshi Sharma, Materials Science and Engineering&nbsp;</p><p><em>From Rigid to Bendable: Solar Panels for Surfaces Around U</em>s&nbsp;</p><p><strong>First Runner Up</strong>&nbsp;</p><p>Tawfik Hussein, Biomedical Engineering&nbsp;</p><p><em>Using MRI and the Heart’s Stiffness to Catch Heart Failure Red-handed</em>&nbsp;</p><p><strong>Second Runner Up</strong>&nbsp;&nbsp;</p><p>Kristian Lockyear, Mechanical Engineering&nbsp;</p><p><em>Cooling with Heat: Using a Novel Refrigeration Cycle to Prevent Food Spoilage</em>&nbsp;</p><p>The overall Ph.D. winner won a $2,000 research travel grant. The first runner-up won a $1,500 research travel grant, and the second runner-up won a $1,000 runner-up grant.&nbsp;</p><p>Ph.D. student Marc Koerschner won the coveted People's Choice award, which was rewarded with a $500 research travel grant.&nbsp;</p><div><p lang="EN-US">Georgia Tech’s Three Minute Thesis (3MT) competition served as the grand finale of <strong>Graduate Student Appreciation Week (GSAW), </strong>a weeklong celebration recognizing and honoring the incredible contributions of our graduate students to the campus community. Organized by the Office of Graduate Education, 3MT is made possible through collaboration with the <strong>Center for Teaching and Learning (CTL), the Communication Center, and the Language Institute.</strong>&nbsp;</p></div><div><p lang="EN-US">For more details about this year’s competition and the winning presentations, visit <a href="https://grad.gatech.edu/3mt" rel="noreferrer noopener" target="_blank"><strong>grad.gatech.edu/3mt</strong></a><strong>.</strong>&nbsp;</p></div><div><p lang="EN-US">&nbsp;</p></div><div><p lang="EN-US">&nbsp;</p></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1744117235</created>  <gmt_created>2025-04-08 13:00:35</gmt_created>  <changed>1744130351</changed>  <gmt_changed>2025-04-08 16:39:11</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Four graduate students named winners at the 10th annual Georgia Tech Three Minute Thesis (3MT) competition, which took place on April 4.]]></teaser>  <type>news</type>  <sentence><![CDATA[Four graduate students named winners at the 10th annual Georgia Tech Three Minute Thesis (3MT) competition, which took place on April 4.]]></sentence>  <summary><![CDATA[<p>The 10th annual Georgia Tech Three Minute Thesis (3MT) competition took place on April 4, where 12 scholars&nbsp;exhibited their groundbreaking research into clear, engaging three-minute presentations. After two preliminary rounds and a riveting final round, four graduate students were named winners, each earning a research travel grant to support their continued academic journey. &nbsp;</p>]]></summary>  <dateline>2025-04-08T00:00:00-04:00</dateline>  <iso_dateline>2025-04-08T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-04-08 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate Education&nbsp;</p><p>&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>676791</item>      </media>  <hg_media>          <item>          <nid>676791</nid>          <type>image</type>          <title><![CDATA[2025 3MT Winners ]]></title>          <body><![CDATA[<p>Photographed are the winners of the 2025 Three Minute Thesis Competition</p><p>L-R : Marc Koerschner, Kristian Lockyear, Tawfik Hussein, and Sakshi Sharma. </p>]]></body>                      <image_name><![CDATA[GATech_3MT_BBB5220.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/04/08/GATech_3MT_BBB5220.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/04/08/GATech_3MT_BBB5220.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/04/08/GATech_3MT_BBB5220.jpg?itok=nIfftqR_]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[2025 3MT Winners]]></image_alt>                    <created>1744129913</created>          <gmt_created>2025-04-08 16:31:53</gmt_created>          <changed>1744130282</changed>          <gmt_changed>2025-04-08 16:38:02</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="137821"><![CDATA[3MT]]></keyword>          <keyword tid="172894"><![CDATA[Georgia Tech Three Minute Thesis Competition]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="681419">  <title><![CDATA[Ph.D. Student Pursues Disease Research, Advocates for Women in STEM]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Georgia Tech’s 400 acres of land thrive thanks, in part, to student involvement. Among those keeping Tech’s gardens thriving is Athena Chien, a 4th-year Ph.D. student in biomedical engineering and co-president of the Bioengineering and Bioscience Unified Grad Students (BBUGS). Chien’s impact goes beyond the gardens she helps maintain.&nbsp;</p><h2>Researching cures for diseases</h2><p>While working toward her Ph.D., Chien is simultaneously working on her master’s degree in electrical engineering and researching a new electrical technique to study epithelial tissue in the Precision Biosystems lab.&nbsp;</p><p>“There’s so much potential, and that’s the exciting part of it,” said Chien. “But there’s also so much that’s unknown, which is the unnerving part of it where you get to stretch your mind. It’s an interesting puzzle.”&nbsp;</p><p>Chien came to Tech straight from undergrad at Rice University in Houston.&nbsp;</p><p>“I was drawn to this project, looking at epithelial tissue, which lines the inside surfaces of your body,” said Chien.&nbsp;</p><p>Her research is still in its early stages, but she believes it holds promise.</p><p>“Epithelial diseases are more common than we think,” said Chien. “Celiac disease is an epithelial disease. Age-related macular degeneration affects epithelia on the back of your eye.”&nbsp;</p><p>One of Chien’s collaborators at the National Institute of Health, Dr. Kapil Bharti, studies age-related macular degeneration. They’re developing tissues to treat this leading cause of blindness in people over 65.&nbsp;</p><p>“The dream would be that [the research] is used to understand and develop cures to epithelial diseases,” said Chien.&nbsp;</p><h2>Navigating Academia and Finding Support</h2><p>In addition to her academic and research responsibilities, Athena Chien has navigated the complexities of being a minority and a woman in a predominantly male field. Through the challenging times, Chien has looked to her community and mentors for support and guidance. &nbsp;</p><p>“Early on, I was involved with the Bioengineering Alliance for Minorities (BEAM),” said Chien. “That was a nice sense of community where we could just talk about experiences we were having.”&nbsp;</p><p>For Chien, she found it helpful to have a mentor who shared similar experiences. They could talk about being a minority or experiencing sexism in research and academia and how to deal with it.&nbsp;</p><p>“It helps to have someone who has similar experiences to validate my concerns and feelings or give me advice on how to handle it,” said Chien. “Or sometimes telling me that I don’t have to put in that extra effort to explain myself if I don’t want to. You can choose when you want to bring it up.”&nbsp;</p><p>These experiences, while disheartening, have not deterred her. Instead, they have strengthened her resolve to excel and advocate for inclusivity in her field.&nbsp;</p><p>As Chien continues balancing research, mentorship, and leadership, she hopes to pave the way for future scientists and engineers.&nbsp;</p><p>“I have benefited from having mentors advocate for me, so I think that as I continue in my career, I hope to do the same for other women,” said Chien.&nbsp;</p><p>Chien credits the support of mentors like Phoebe Welch, Mercedes Gonzales, and Nmachi Anumba–along with the broader network of women in STEM she has connected with over the years–for shaping her journey. She hopes to pay that support forward, advocating for future generations of scientists and engineers.&nbsp;<br>&nbsp;<br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1743098162</created>  <gmt_created>2025-03-27 17:56:02</gmt_created>  <changed>1743626546</changed>  <gmt_changed>2025-04-02 20:42:26</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[4th year Ph.D. student on research, mentorship, community, and overcoming adversity in grad school. ]]></teaser>  <type>news</type>  <sentence><![CDATA[4th year Ph.D. student on research, mentorship, community, and overcoming adversity in grad school. ]]></sentence>  <summary><![CDATA[<p>4th year Ph.D. student on research, mentorship, community, and overcoming adversity in grad school.&nbsp;</p>]]></summary>  <dateline>2025-03-27T00:00:00-04:00</dateline>  <iso_dateline>2025-03-27T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-03-27 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>676740</item>      </media>  <hg_media>          <item>          <nid>676740</nid>          <type>image</type>          <title><![CDATA[Athena Chien]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[athena-chien6.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/04/02/athena-chien6.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/04/02/athena-chien6.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/04/02/athena-chien6.jpg?itok=t3O0Gqu0]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Athena Chien]]></image_alt>                    <created>1743625634</created>          <gmt_created>2025-04-02 20:27:14</gmt_created>          <changed>1743625634</changed>          <gmt_changed>2025-04-02 20:27:14</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="681119">  <title><![CDATA[Georgia Tech Announces Finalists for the 2025 Three Minute Thesis (3MT) Competition]]></title>  <uid>36363</uid>  <body><![CDATA[<p>Georgia Tech is proud to announce twelve finalists for the 2025 Three Minute Thesis (3MT) Competition, which will take place on Friday, April 4, 2025. These outstanding graduate students have advanced through a highly competitive preliminary round, showcasing their ability to convey complex research into compelling, concise oral presentations.</p><p>We extend our heartfelt appreciation to all the participants in this year’s preliminary rounds. The dedication, preparation, and passion displayed by every competitor made this selection process incredibly challenging. Crafting a 3MT talk is no easy feat, and all who took part should be proud of their achievement. Congratulations to the finalists!&nbsp;</p><h3><strong>2025 3MT Finalists</strong></h3><ul><li><strong>Sumaiyatul Ahsan</strong> – Materials Science and Engineering, PhD</li><li><strong>Haley Carroll</strong> – Materials Science and Engineering, PhD</li><li><strong>Yuhan Hou</strong> – Digital Media, MS</li><li><strong>Tawfik Hussein</strong> – Biomedical Engineering, PhD</li><li><strong>Jamila Khanfri</strong> – Mechanical Engineering, PhD</li><li><strong>Marc Koerschner</strong> – Aerospace Engineering, PhD</li><li><strong>Kristian Lockyear</strong> – Mechanical Engineering, PhD</li><li><strong>Sakshi Sharma</strong> – Materials Science and Engineering, PhD</li><li><strong>Harini Sridharan</strong> – Chemical and Biomolecular Engineering, PhD</li><li><strong>Aubrey Toland</strong> – Materials Science and Engineering, PhD</li><li><strong>Abigael Wahlen</strong> – Chemical and Biomolecular Engineering, PhD</li><li><strong>Sai Shreeya Yara&nbsp;</strong>– Materials Science and Engineering, MS</li></ul><p>This year’s 3MT competition occurs on Friday, April 4, 2025, at 5:30 p.m. in the Ehmer (Atlantic) Theater in the John Lewis Student Center. The entire Georgia Tech community is encouraged to attend the competition, which occurs as the finale of the 2025 Grad Student Appreciation Week. The Competition will also be streamed online. &nbsp;Audience members and online viewers can vote for their favorite presenter to win the People’s Choice Award.&nbsp;</p><p>Ph.D. winners can win up to $2,000 in research travel grants. The master's winner will receive a $1,000 research travel grant.&nbsp;</p><p>Tech’s 3MT competition is coordinated by the Office of Graduate Education in partnership with the Center for Teaching and Learning (CTL), The Naugle Communications Center, and the Language Institute.&nbsp;</p><p>For more information, visit https://grad.gatech.edu/3mt/final-competition</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1741790636</created>  <gmt_created>2025-03-12 14:43:56</gmt_created>  <changed>1741967250</changed>  <gmt_changed>2025-03-14 15:47:30</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech Announces Finalists for the 2025 Three Minute Thesis (3MT) Competition]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech Announces Finalists for the 2025 Three Minute Thesis (3MT) Competition]]></sentence>  <summary><![CDATA[<p>Georgia Tech is proud to announce twelve finalists for the 2025 Three Minute Thesis (3MT) Competition, which will take place on Friday, April 4, 2025. These outstanding graduate students have advanced through a highly competitive preliminary round, showcasing their ability to convey complex research into compelling, concise oral presentations.</p>]]></summary>  <dateline>2025-03-12T00:00:00-04:00</dateline>  <iso_dateline>2025-03-12T00:00:00-04:00</iso_dateline>  <gmt_dateline>2025-03-12 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Twelve researchers progress to the 3MT finals competition, scheduled for Friday, April 4, 2025. ]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>676554</item>      </media>  <hg_media>          <item>          <nid>676554</nid>          <type>image</type>          <title><![CDATA[3MT Logo]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[3mt-logo.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/03/14/3mt-logo.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/03/14/3mt-logo.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/03/14/3mt-logo.jpg?itok=jW02XM5Q]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[3MT logo]]></image_alt>                    <created>1741967218</created>          <gmt_created>2025-03-14 15:46:58</gmt_created>          <changed>1741967218</changed>          <gmt_changed>2025-03-14 15:46:58</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/3mt/final-competition]]></url>        <title><![CDATA[Learn more about the 3MT Finals ]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="135"><![CDATA[Research]]></category>      </categories>  <news_terms>          <term tid="135"><![CDATA[Research]]></term>      </news_terms>  <keywords>          <keyword tid="175447"><![CDATA[Three Minute Thesis 3MT]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="680382">  <title><![CDATA[CRIDC 2025 Awards $40,000 to competition winners]]></title>  <uid>36363</uid>  <body><![CDATA[<div><p>This year, $40,000 in research travel grants were awarded to 20 exceptional scholars who presented their research in the 16th annual Career, Research, Innovation, and Development Conference (CRIDC) poster competition. &nbsp;&nbsp;</p></div><div><p>Georgia Tech’s 16th annual CRIDC took place on Feb. 6 and brought together a diverse community of scholars from research disciplines from four of the seven colleges.&nbsp; &nbsp;</p></div><div><p>Seventy-nine graduate students participated in the in-person poster competition, and five online students participated in the online poster competition, presenting their research to faculty and staff judges. Congratulations to the following poster competition winners:&nbsp;&nbsp;&nbsp; &nbsp;</p></div><div><p>&nbsp;<strong>College of Engineering Winners ($1,000 each)&nbsp;</strong>&nbsp;&nbsp;</p></div><div><p>&nbsp;Anamik Jhunjhunwala&nbsp;&nbsp;</p></div><div><p>Zaid Salameh&nbsp;&nbsp;</p></div><div><p>Mehdia Ali&nbsp;&nbsp;</p></div><div><p>Haley Carroll&nbsp;&nbsp;</p></div><div><p>Nidhi Malhotra&nbsp;&nbsp;</p></div><div><p>Nina Sara Fraticelli-Guzman&nbsp;&nbsp;</p></div><div><p>&nbsp;<strong>College of Sciences Winners ($1,000 each)&nbsp;</strong>&nbsp;&nbsp;</p></div><div><p>&nbsp;Shreya Kothari&nbsp;&nbsp;</p></div><div><p>Sidney Scott-Sharoni&nbsp;&nbsp;</p></div><div><p>Monica Monge-Loria&nbsp;&nbsp;</p></div><div><p>Gretchen Johnson&nbsp;&nbsp;</p></div><div><p>Isabel Berry&nbsp;&nbsp;</p></div><div><p>Maggie Straight&nbsp;&nbsp;</p><p><strong>Ivan Allen College of Liberal Arts Winners ($1,000 each)&nbsp;</strong>&nbsp;&nbsp;</p></div><div><p>&nbsp;Olajide Olugbade &nbsp;&nbsp;</p></div><div><p>Maghfira Ramadhani&nbsp;&nbsp;</p></div><div><p>Shi Ding&nbsp;&nbsp;</p></div><div><p lang="EN-US"><strong>The Office of the Executive Vice President for Research (EVPR) ($1,000)</strong>&nbsp;</p></div><div><p lang="EN-US">&nbsp;Raj Agarwal&nbsp;</p></div><div><p lang="EN-US">Erik Barbosa&nbsp;</p></div><div><p lang="EN-US">Adam Cosica&nbsp;</p></div><div><p lang="EN-US">Allannah Duffy&nbsp;</p></div><div><p lang="EN-US">Alina Gorbunova&nbsp;</p></div><div><p lang="EN-US">Jiangpeiyun Jin&nbsp;</p></div><div><p lang="EN-US">Kristian Lockyear&nbsp;</p></div><div><p lang="EN-US">Rupesh Kumar Mahendran&nbsp;</p></div><div><p lang="EN-US">Robert Nikolai&nbsp;</p></div><div><p lang="EN-US">Alexandra Patterson&nbsp;</p></div><div><p lang="EN-US">John Pederson&nbsp;</p></div><div><p lang="EN-US">Alper Saygin&nbsp;</p></div><div><p lang="EN-US">Joseph Sommer&nbsp;</p></div><div><p lang="EN-US">Devashish Sood &nbsp;</p></div><div><p lang="EN-US">Xing Xu&nbsp;</p></div><div><p><strong>Vice Provost for Graduate and Postdoctoral Education Winners ($2,000 each)&nbsp;&nbsp;&nbsp;</strong> &nbsp;</p></div><div><p>Oscar Emanuel Patzschke, OMSCS (Online Master of Science in Computer Science)&nbsp; &nbsp;</p></div><div><p>Amber Rothe, College of Engineering&nbsp; &nbsp;</p></div><div><p>Timothy Brumfiel, College of Engineering&nbsp; &nbsp;</p></div><div><p>Walter Parker, College of Engineering&nbsp; &nbsp;</p></div><div><p>Murillo Gustineli, College of Computing &nbsp;&nbsp;</p><p lang="EN-US">This year’s CRIDC was sponsored by Demand Sight Analytics.&nbsp; CRIDC is the product of the collaborative efforts of the Graduate Student Government Association (GSGA) and the Graduate Career Development Team from the Office of the Vice Provost for Graduate and Postdoctoral Education. Sixteen years ago, the event was created when the student-led poster competition, the Georgia Tech Research and Innovation Competition (GTRIC), was combined with the Graduate Career Symposium.&nbsp; &nbsp; &nbsp;</p></div><div><p>CRIDC also features an Innovation Competition, in which graduate student finalists offer three-minute presentations to a panel of judges. All participants met with Tech’s Quadrant <em>–i (</em>formerly known as VentureLab) to explore grants and programs that can help them pursue startup businesses and technology licensing opportunities.&nbsp; &nbsp; &nbsp;&nbsp;</p><p>Congratulations to the winners of the 2025 CRIDC Q-<em>i </em>Innovation Competition:&nbsp;&nbsp;&nbsp; &nbsp;</p></div><div><p><strong>2nd Runner-up ($1,000)&nbsp;</strong>&nbsp;&nbsp;</p></div><div><p>Joseph Sommer&nbsp; &nbsp;</p></div><div><p><strong>1st Runner-Up ($1,000)</strong>&nbsp;&nbsp;</p></div><div><p>Alexandra Patterson&nbsp; &nbsp;</p></div><div><p><strong>Innovation Competition Winner ($2,000)&nbsp;</strong>&nbsp;&nbsp;</p></div><div><p>Ayushi Chakrabarty&nbsp;&nbsp;</p></div><div><p>Ayushi Chakrabarty will also receive an automatic admission into Startup Launch (worth $10,000).&nbsp; &nbsp;</p></div><div><p>In addition to the poster competitions and innovation competition, this year’s CRIDC featured an employee networking lunch, featuring 15 employers, a Flash Mentorship Workshop hosted by The Partnership for Inclusive Innovation, and a Create-X Showcase. For more information about CRIDC, please visit <a href="https://grad.gatech.edu/cridc" rel="noreferrer noopener" target="_blank"><strong>grad.gatech.edu/cridc</strong></a>. &nbsp;</p></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1739303894</created>  <gmt_created>2025-02-11 19:58:14</gmt_created>  <changed>1739374217</changed>  <gmt_changed>2025-02-12 15:30:17</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[$40,000 in research travel grants were awarded to 20 exceptional scholars who presented their research in the 16th annual Career, Research, Innovation, and Development Conference (CRIDC) poster competition.   ]]></teaser>  <type>news</type>  <sentence><![CDATA[$40,000 in research travel grants were awarded to 20 exceptional scholars who presented their research in the 16th annual Career, Research, Innovation, and Development Conference (CRIDC) poster competition.   ]]></sentence>  <summary><![CDATA[<p>$40,000 in research travel grants were awarded to 20 exceptional scholars who presented their research in the 16th annual Career, Research, Innovation, and Development Conference (CRIDC) poster competition. Georgia Tech’s 16th annual CRIDC took place on Feb. 6 and brought together a diverse community of scholars from research disciplines from four of the seven colleges.&nbsp; &nbsp;</p>]]></summary>  <dateline>2025-02-10T00:00:00-05:00</dateline>  <iso_dateline>2025-02-10T00:00:00-05:00</iso_dateline>  <gmt_dateline>2025-02-10 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>676280</item>      </media>  <hg_media>          <item>          <nid>676280</nid>          <type>image</type>          <title><![CDATA[DSC_0962.jpg]]></title>          <body><![CDATA[<p>photographed are some of the poster competition winners present during the 2025 CRIDC Awards reception on Thursday, February 6, 2025</p>]]></body>                      <image_name><![CDATA[DSC_0962.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2025/02/12/DSC_0962.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2025/02/12/DSC_0962.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2025/02/12/DSC_0962.jpg?itok=c6sEBWiy]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[CRIDC 2025 Winners (not all pictured)]]></image_alt>                    <created>1739373233</created>          <gmt_created>2025-02-12 15:13:53</gmt_created>          <changed>1739373498</changed>          <gmt_changed>2025-02-12 15:18:18</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>          <category tid="8862"><![CDATA[Student Research]]></category>      </categories>  <news_terms>          <term tid="8862"><![CDATA[Student Research]]></term>      </news_terms>  <keywords>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="11840"><![CDATA[graduate student government association]]></keyword>          <keyword tid="190936"><![CDATA[Graduate and Postdoctoral Education]]></keyword>          <keyword tid="185811"><![CDATA[Career Center]]></keyword>          <keyword tid="50401"><![CDATA[poster competition]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="663236">  <title><![CDATA[Career Center receives $20,000 grant from Ford Motor Company Fund to pilot First-Generation Shadow Program   ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>Georgia Tech’s Career Center, in partnership with the Office of First-Generation Initiatives, is launching the First-Generation Shadow Program in Spring 2023, thanks to funding received by the Ford Motor Company Fund. &nbsp;</p><p>In the last 10 years, the first-generation student population at Tech has grown by over 344% and has increased by 16.5% since last school year. With 2,477 first-generation college students currently enrolled at Tech, the timing to continue to develop customized programming and resources that will better serve first-generation students’ needs is ever-present.&nbsp;</p><p>Recently, Tech has made several intentional efforts to expand access through engagement and support of students from underrepresented populations. Specific first-generation recruitment efforts, such as waiving application fees of prospective first-generation students, last summer’s launch of the First-Generation College Institute for 8th through 12th-grade first-generation students—jointly led by the Office of First-Generation Student Initiatives, CEISMC, and the Office of Admissions, have all directly impacted the increase in enrollment numbers. &nbsp;</p><p>However, first-generation students face unique barriers once admitted into college. These barriers resulted in a higher attrition rate and inequity in career outcomes, compared to continuing education generation students. For example, first-generation students may have limited access to professional connections, less exposure to networking, and more hesitation in making new professional connections. &nbsp;</p><p>The Career Center’s First-Generation Shadow Program will increase first-generation students’ career capital potential by expanding their opportunities to explore career pathways and participate in internships and co-ops. &nbsp;</p><p>Career Center Executive Director, and former first-generation college student, James Barricelli, is excited about the energy at Georgia Tech to encourage and invest in our first-generation students. “As the Career Center focuses on transforming the career education process to be more equitable, a partnership with First-Generation Student Initiatives was a natural fit," said Barricelli.&nbsp;</p><p>The Career Center was awarded $20,000 in funding to charter the First-Gen Shadow Program by the Ford Motor Company Fund this fall. The Ford Motor Company Fund supports local communities by working with nonprofit organizations and community partners across the U.S. and in 43 countries to provide resources and opportunities that advance racial equity, provide access to essential services, offer tools to build new skill sets, and open pathways to high-quality jobs so people can reach their highest potential.  &nbsp;</p><p>The First-Generation Shadow Program, which will be available for first-generation undergraduate and graduate students, will allow students the opportunity to participate in informational interviews with employers prior to making site visits to employment locations. Employers and Georgia Tech alumni from all industries, including STEM, business, government, and nonprofit, are invited to participate as program hosts. Employers and alum can register to be a host here: &nbsp;<a href="https://gatech.co1.qualtrics.com/jfe/form/SV_0BBZHyOHl0BX2No" rel="noreferrer noopener" target="_blank">https://gatech.co1.qualtrics.com/jfe/form/SV_0BBZHyOHl0BX2No</a> </p><p>Employer registration is open now until January 6. The program launches in Spring 2023 with student registration opening on January 18 until January 31, 2023. Once students are accepted into the program, they will be matched with an employer indicated on their registration application and begin the shadow experience between February and April 2023. </p><p>For more information about the First-Generation Shadow Program, email careercenter@gatech.edu.&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1668610712</created>  <gmt_created>2022-11-16 14:58:32</gmt_created>  <changed>1738359257</changed>  <gmt_changed>2025-01-31 21:34:17</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech’s Career Center, in partnership with the Office of First-Generation Initiatives, is launching the First-Generation Shadow Program in Spring 2023, thanks to funding received by the Ford Motor Company Fund.  ]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech’s Career Center, in partnership with the Office of First-Generation Initiatives, is launching the First-Generation Shadow Program in Spring 2023, thanks to funding received by the Ford Motor Company Fund.  ]]></sentence>  <summary><![CDATA[<p>Georgia Tech’s Career Center, in partnership with the Office of First-Generation Initiatives, is launching the First-Generation Shadow Program in Spring 2023, thanks to funding received by the Ford Motor Company Fund. &nbsp;</p>]]></summary>  <dateline>2022-11-16T00:00:00-05:00</dateline>  <iso_dateline>2022-11-16T00:00:00-05:00</iso_dateline>  <gmt_dateline>2022-11-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[cliverpool3@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill</p><p>Marketing and Communications Manager</p><p>Graduate and Postdoctoal Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>663494</item>          <item>663248</item>      </media>  <hg_media>          <item>          <nid>663494</nid>          <type>image</type>          <title><![CDATA[GT's Career Center is the recipient of a grant from the Ford Motor Company Fund]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[First Generation ford fund .png]]></image_name>            <image_path><![CDATA[/sites/default/files/images/First%20Generation%20ford%20fund%20.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/First%20Generation%20ford%20fund%20.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/First%2520Generation%2520ford%2520fund%2520.png?itok=SJ-n9NFx]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[]]></image_alt>                    <created>1669741077</created>          <gmt_created>2022-11-29 16:57:57</gmt_created>          <changed>1669759359</changed>          <gmt_changed>2022-11-29 22:02:39</gmt_changed>      </item>          <item>          <nid>663248</nid>          <type>image</type>          <title><![CDATA[Career Center First Gen shadow]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[08C3031-P1-052.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/images/08C3031-P1-052.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/08C3031-P1-052.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/08C3031-P1-052.jpg?itok=s3XHXVIg]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[]]></image_alt>                    <created>1668615997</created>          <gmt_created>2022-11-16 16:26:37</gmt_created>          <changed>1668615997</changed>          <gmt_changed>2022-11-16 16:26:37</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="185811"><![CDATA[Career Center]]></keyword>          <keyword tid="183012"><![CDATA[first-generation college student]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2746"><![CDATA[undergrad]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="669698">  <title><![CDATA[How to Streamline Your Research for Poster Competitions]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Updated: January 2025</p><p>“A few years ago, a poster revolution happened,” said Karena Nguyen, assistant director for Postdoctoral Services in the Office of Graduate and Postdoctoral Education. &nbsp;</p><p>This poster revolution, according to Nguyen, emphasizes the results of the research, which are featured prominently on the poster and take up most of the space. The objectives, methods, and discussion are displayed less prominently along the side of the poster, or a QR code takes the user to a website for more in-depth information.&nbsp;</p><p>“That tends to be effective because the poster presenter has thought about, ‘What’s the takeaway that I want people to walk away with,’ and they are usually the ones who practice their spiel,” said Nguyen. “Whereas some people with a traditional poster format get lost in the details, and you are stuck in a conversation for five minutes.”&nbsp;</p><p>As a grad student, Nguyen presented and won awards at numerous conferences for both poster and oral format. She also has experience judging posters, such as at Georgia Tech’s CRIDC. Nguyen provides her tips for streamlining your research for a poster competition.&nbsp;</p><p><strong>Know your audience.</strong> “When somebody comes up to you, ask them what their level of expertise is,” said Nguyen. “Asking those questions at the beginning can help scale the level of detail that you want to get into and help streamline your message.”&nbsp;</p><p><strong>Don’t tell too much on your poster.</strong> “What you want to avoid are long paragraphs,” said Nguyen. “That is a very common mistake; students will slap the research paper onto a poster. Streamline and simplify the message using bullet points.”</p><p>To keep your poster’s content streamlined, Nguyen recommends asking yourself the following questions:&nbsp;</p><ol><li>Do I have a clear objective for my research?&nbsp;</li><li>Do I have clear results in easily readable figures with clear labels?&nbsp;</li><li>Do I have a concise summary of the results?&nbsp;</li><li>Do I have ideas on the impact of the work and plans for the future?&nbsp;</li></ol><p><strong>Provide a concise summary of the results.</strong> “Orally, what I’m looking for is if you can give me a 30 to 60-second overview of what you did,” said Nguyen. “If I have additional questions, are you able to answer those more in-depth?”&nbsp;</p><p><strong>Narrow in on your findings.</strong> “Oftentimes, grad students want to showcase the entire breadth of work that they have done, which is a lot,” said Nguyen. “Narrow in on one to three key findings for a certain experiment or project. You can always talk about what else you found. Squeezing in too much information can confuse what a judge or participant is supposed to look at.”&nbsp;</p><p><strong>Practice and prepare.</strong> “The Center for Teaching and Learning has workshops for preparing a presentation, like preparing your 3MT,” said Nguyen. “Practice with your cohort mates. Practice in your lab beforehand or practice on your own. Have friends ask questions to you to simulate that poster competition experience.”</p><p><strong>Keep notecards for the details.</strong> “Students may be nervous that they will forget something,” said Nguyen. “I would encourage them to practice or even just have note cards for the details.” &nbsp;<br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1694797793</created>  <gmt_created>2023-09-15 17:09:53</gmt_created>  <changed>1736876757</changed>  <gmt_changed>2025-01-14 17:45:57</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Perfect your poster with these 6 tips from an experienced presenter and judge.]]></teaser>  <type>news</type>  <sentence><![CDATA[Perfect your poster with these 6 tips from an experienced presenter and judge.]]></sentence>  <summary><![CDATA[<p>Perfect your poster with these six tips from an experienced presenter and judge.</p>]]></summary>  <dateline>2023-09-15T00:00:00-04:00</dateline>  <iso_dateline>2023-09-15T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-09-15 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Perfect your poster with these 6 tips from an experienced presenter and judge.]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br>Communications Officer<br><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a></p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>671721</item>      </media>  <hg_media>          <item>          <nid>671721</nid>          <type>image</type>          <title><![CDATA[Poster-Competition.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Poster-Competition.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/09/15/Poster-Competition.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/09/15/Poster-Competition.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/09/15/Poster-Competition.jpg?itok=5N8eHA0U]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Students presenting at a poster competition]]></image_alt>                    <created>1694805010</created>          <gmt_created>2023-09-15 19:10:10</gmt_created>          <changed>1694805010</changed>          <gmt_changed>2023-09-15 19:10:10</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/cridc]]></url>        <title><![CDATA[Learn More & Register]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="678909">  <title><![CDATA[Ph.D. Students Earn Chih Graduate Student Research Publication Award]]></title>  <uid>36249</uid>  <body><![CDATA[<p>The Chih Foundation awards graduate students whose research publication(s) reflect invention for the betterment of society.&nbsp;</p><p>This year, three Ph.D. students were awarded $3,000 each to pursue their research. These students demonstrated that their research, and associated publication, contributed to societal progress.</p><p>Congratulations to the following Chih Foundation Student Research Publication Award recipients:</p><ul><li><strong>Joanne Taery Kim</strong>, Ph.D. Student in Computer Science, School of Interactive Computing<br><em>Developing a Robot Guide Dog to Assist Visually Impaired People: User-Centered Need-Finding and Integration of Robot AI</em></li></ul><blockquote><p>Receiving the Chih Foundation Graduate Student Research Publication Award is an incredible honor that validates the impact of my work in assistive robotics. This recognition inspires me to continue advancing innovative solutions for the blind and visually impaired community, driving research that prioritizes societal betterment and inclusivity.</p></blockquote><ul><li><strong>Meghan Meredith</strong>, Ph.D. Student in Operations Research, School of Industrial and Systems Engineering<br><em>The implications of using maternity care deserts to measure progress in access to obstetric care: A mixed-integer optimization analysis</em></li></ul><blockquote><p>I wanted to get a Ph.D. with a goal to meaningful change in the US healthcare system. Receiving this award based on the impact of my work has been a delight and has encouraged me to continue researching with this goal in mind.</p></blockquote><ul><li><strong>Rachel Lowy</strong>, Ph.D. Student in Human-Centered Computing, School of Interactive Computing<br>R<em>esearch-Education Partnerships: A Co-Design Classroom for College Students with Intellectual and Developmental Disabilities</em></li></ul><blockquote><p>I am excited to use the Chih Fellowship award to advance research on AI to support strengths-based education for students with intellectual and developmental disabilities pursuing higher education, fostering more inclusive and accessible post-secondary education learning environments. Receiving this award was meaningful to me, as it affirms the importance of recognizing and celebrating diverse learners in our communities.</p></blockquote><p>Chih Foundation award recipients prepared posters on their research for a ceremony on November 20. The awardees will also prepare posters on their research and must participate in the Career, Research, and Innovation Development Conference (CRIDC) on Feb. 6.&nbsp;<br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1734378023</created>  <gmt_created>2024-12-16 19:40:23</gmt_created>  <changed>1734378513</changed>  <gmt_changed>2024-12-16 19:48:33</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[This year, three Ph.D. students were awarded $3,000 each to pursue their research. These students demonstrated that their research, and associated publication, contributed to societal progress. ]]></teaser>  <type>news</type>  <sentence><![CDATA[This year, three Ph.D. students were awarded $3,000 each to pursue their research. These students demonstrated that their research, and associated publication, contributed to societal progress. ]]></sentence>  <summary><![CDATA[<p>This year, three Ph.D. students were awarded $3,000 each to pursue their research. These students demonstrated that their research, and associated publication, contributed to societal progress.&nbsp;<br>&nbsp;</p>]]></summary>  <dateline>2024-12-16T00:00:00-05:00</dateline>  <iso_dateline>2024-12-16T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-12-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>675865</item>      </media>  <hg_media>          <item>          <nid>675865</nid>          <type>image</type>          <title><![CDATA[Chih-2024.jpg]]></title>          <body><![CDATA[<p>Left to right: Joanne Taery Kim, Meghan Meredith, and Rachel Lowy</p>]]></body>                      <image_name><![CDATA[Chih-2024.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/12/16/Chih-2024.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/12/16/Chih-2024.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/12/16/Chih-2024.jpg?itok=4PKw9nia]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Left to right: Joanne Taery Kim, Meghan Meredith, and Rachel Lowy]]></image_alt>                    <created>1734378039</created>          <gmt_created>2024-12-16 19:40:39</gmt_created>          <changed>1734378039</changed>          <gmt_changed>2024-12-16 19:40:39</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="678558">  <title><![CDATA[Shaping the future of Graduate Education: Highlights from Georgia Tech’s Inaugural Graduate Education Symposium]]></title>  <uid>36363</uid>  <body><![CDATA[<p>Georgia Tech hosted the Inaugural Graduate Education Symposium: Graduate Student Experience Summit on Nov 14. This landmark event brought together faculty, staff, and graduate students to address the evolving landscape of graduate education.</p><p>The Symposium served as a platform to discuss pressing issues, share new innovations, and mark graduate education's growing prominence in Georgia Tech's strategic initiatives. Topics covered mentorship, student wellness, career development, and the transformative role of AI in research and education.</p><p>Keynote speakers Ronald Johnson, senior vice president for Strategic Initiatives and chief of staff, and Daniel Denecke, program director at the National Science Foundation’s Division of Graduate Education, set and maintained an inspiring tone for the event. Johnson emphasized the importance of ethical leadership, innovation, and fostering relationships to build a strong leadership culture, while Denecke shared insights on the national trends and drivers shaping graduate education. Their remarks highlighted the critical role of adaptability and collaboration in their lessons on leadership.</p><p>The Symposium featured a diverse range of sessions tailored to address the needs of Georgia Tech's graduate community: three strategy sessions focused on the development of a new academic advising platform, opportunities for the College of Lifetime Learning, trends in graduate education, and the importance of supporting student well-being. Six-panel discussions offered insights on mentoring, professional development, and student engagement, including a special panel led by graduate students, allowing them to voice their perspectives directly to faculty and staff. Eleven lightning round sessions showcased a range of projects, resources, and ideas focused on teaching innovations, academic enrichment, and ethical AI use in research and education.&nbsp;</p><p>A notable aspect of the Symposium was the group of sessions designed for graduate students. These sessions explored student wellness, professional preparation, and strategies for academic success. Each standard session, lightning round, and panel discussion fostered meaningful dialogue between students, faculty, and staff. Key themes from the graduate student panels included the need for graduate student preparedness and student’s need for a sense of belonging on campus.</p><p>The Symposium was organized by the Office of Graduate and Postdoctoral Education in partnership with the Center for Teaching and Learning, the College of Lifetime Learning, Graduate SGA, and Student Engagement and Well-Being. View the photos from the Symposium <a href="https://flic.kr/s/aHBqjBSmtB">here</a>.&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1732117962</created>  <gmt_created>2024-11-20 15:52:42</gmt_created>  <changed>1732128503</changed>  <gmt_changed>2024-11-20 18:48:23</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech hosted the Inaugural Graduate Education Symposium: Graduate Student Experience Summit on Nov 14. This landmark event brought together faculty, staff, and graduate students to address the evolving landscape of graduate education.]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech hosted the Inaugural Graduate Education Symposium: Graduate Student Experience Summit on Nov 14. This landmark event brought together faculty, staff, and graduate students to address the evolving landscape of graduate education.]]></sentence>  <summary><![CDATA[<p>The Inaugural Graduate Education Symposium at Georgia Tech, held on November 14, focused on enhancing graduate student experiences and addressing the evolving needs of graduate education. The Symposium featured keynote speakers Ronald Johnson and Daniel Denecke, and emphasized ethical leadership, innovation, and national trends shaping graduate education. The Symposium included strategy sessions on advising, wellness, and lifelong learning, panels and lightning rounds, that explored mentoring, professional development, and AI in research.</p>]]></summary>  <dateline>2024-11-19T00:00:00-05:00</dateline>  <iso_dateline>2024-11-19T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-11-19 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>675683</item>      </media>  <hg_media>          <item>          <nid>675683</nid>          <type>image</type>          <title><![CDATA[25-3403 Graduate Student Experience Symposium-044.JPG]]></title>          <body><![CDATA[<p>photos taken from graduate education symposium </p>]]></body>                      <image_name><![CDATA[25-3403 Graduate Student Experience Symposium-044.JPG]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/11/20/25-3403%20Graduate%20Student%20Experience%20Symposium-044.JPG]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/11/20/25-3403%20Graduate%20Student%20Experience%20Symposium-044.JPG]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/11/20/25-3403%2520Graduate%2520Student%2520Experience%2520Symposium-044.JPG?itok=Lo9CC0w7]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Grad Education Symposium photos ]]></image_alt>                    <created>1732118272</created>          <gmt_created>2024-11-20 15:57:52</gmt_created>          <changed>1732118272</changed>          <gmt_changed>2024-11-20 15:57:52</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://flic.kr/s/aHBqjBSmtB]]></url>        <title><![CDATA[View photos from The Symposium]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="11840"><![CDATA[graduate student government association]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="678141">  <title><![CDATA[Negotiate Your Salary with Confidence]]></title>  <uid>36249</uid>  <body><![CDATA[<p>You’ve applied for the perfect job, navigated rounds of interviews, and finally landed an offer. But when the salary doesn’t quite meet your expectations, you might feel torn. Do you accept the offer as-is, or do you counter with a salary that aligns with your skills and experience?</p><p>If you thought, “just take the offer,” you’re not alone.</p><p>"Some may feel uncomfortable or anxious about negotiating salary because most people do not talk about their personal money situation," said <a href="https://career.gatech.edu/catharine-groover/">Catharine Groover, graduate career development advisor</a> in Georgia Tech’s Career Center. "Some may be scared because they think if they ask about salary, the job offer could be taken away."</p><p>It is natural to feel uncomfortable with the topic for many reasons; however, many employers expect you to negotiate.</p><p>It’s a totally normal thing to do," said <a href="https://career.gatech.edu/christina-hall/">Christina Hall, graduate career development</a> advisor in Georgia Tech’s Career Center.&nbsp;</p><blockquote><p>It’s important to remember that job offer negotiation is a collaborative interaction between you and the employer. You are trying to work together to create an offer that works for you, said Hall.</p></blockquote><p><strong>Groover and Hall share their tips for tackling salary negotiation with confidence and tact.&nbsp;</strong></p><h2><strong>Creating a Strong Counteroffer</strong><br>&nbsp;</h2><h3><strong>Do your homework.</strong>&nbsp;</h3><p>Groover and Hall recommend doing online research. Resources like Glassdoor, Salary, Levels.fyi, and Payscale can provide salary data for related jobs in the area.<br>&nbsp;</p><h3><strong>Compare your qualifications with the job description.</strong>&nbsp;</h3><p>I cannot stress this enough—experience does not have to be paid experience," said Groover. "Academic achievements, internships, research, projects, certifications, and coursework are valuable experiences. These can be used to leverage your skillset, experience, and what you bring to the company, which can result in a higher salary."</p><p>Groover recommends asking yourself the following questions to help determine an appropriate salary:</p><ul><li>Assuming you meet all required qualifications, how many preferred qualifications do you meet?</li><li>Are you bringing any additional skills that may be beneficial in another area of the company or toward the company’s growth?</li><li>How can you help the company grow?</li><li>What are you bringing to the company and that specific role that will benefit the company?<br>&nbsp;</li></ul><h3><strong>Consider other elements of the compensation package.</strong>&nbsp;</h3><p>"Normally, when we think of job offer negotiation, we think strictly in terms of salary, but other things may be important," said Hall. "Are you looking for flexible hours, hybrid working conditions, or professional development opportunities?"</p><p>Additional elements could include time off, relocation expenses, sign-on bonuses, stock options, and travel, according to Groover.</p><h3><strong>Know your bottom line.</strong>&nbsp;</h3><p>If the employer doesn’t accept the counteroffer, it can be a tricky situation. "I think this is where having a walk-away number is important," said Hall. "Deciding ahead of time if there is an offer that is just too low to accept. Students could also ask if there are opportunities to increase their salary later, perhaps at a six-month review or make up for it in another way, such as a sign-on bonus."</p><p>&nbsp;</p><h2><strong>Overcoming Negotiation Anxiety</strong><br>&nbsp;</h2><p>Worrying about cultural norms, imposter syndrome, or the risk of retraction can make negotiating nerve-wracking. According to Hall, employers are motivated to make fair and competitive offers. In her own experience with negotiating, Hall realized it is a totally normal thing to do.</p><p>"It’s not as scary as it seems," said Hall. "One employer was impressed I advocated for myself in one scenario, and in the other, they told me they expected it."</p><p>Employers want to retain top talent. "If a company has given you a job offer, they want to hire you," said Groover. "Remain humble yet confident. You have the potential to learn, grow, and become a leader within the company."</p><h3>Stick to logic and personal affirmations.&nbsp;</h3><p>"Imposter syndrome is a real thing," said Groover. "Remind yourself, ‘I am capable of performing the job requirements and learning more. I can achieve my goals. I am capable. I am worthy.’"</p><h3>Take time to process.&nbsp;</h3><p>"Do not feel the need to accept an offer right on the spot," said Groover. "Thank the employer for the offer, express your excitement, and ask if you can have a few days to consider the offer. This gives you time to thoroughly review the offer, look at resources, speak with confidence, and draft a counteroffer or response."</p><h3>Use the Resources Available to You.&nbsp;</h3><p>The Career Center offers extensive resources related to negotiating salaries and beyond at <a href="https://career.gatech.edu" rel="noopener" target="_new">career.gatech.edu</a>.</p><ul><li><a href="https://career.gatech.edu/files/2024/04/Prioritizing-Job-Offer-Negotiation-Items-Updated-bb297e0583261f9d.pdf">Job Offer Priorities Table Exercise</a></li><li><a href="https://www.timeshighereducation.com/campus/enhancing-negotiation-skills-stepbystep-guide-graduate-students">Enhancing Negotiation Skills: A Step-by-Step Guide for Graduate Students</a>, written by the Career Center Graduate Career Development team</li><li>Tech Career Center’s <a href="https://career.gatech.edu/salary-negotiation/">Evaluating Offers and Negotiating Salary</a></li><li><a href="https://mediaspace.gatech.edu/channel/GT+Career+Center/264226172">Career Center pre-recorded workshops and webinars</a></li><li><a href="https://careerfair.gatech.edu/">Career Fairs</a></li><li><a href="https://career.gatech.edu/employer-information-sessions/">Employer Information Sessions</a></li><li>Drop-in hours available from 2 to 4 p.m. in the Bill More Student Success Center Festival Suite</li><li>One-on-one career advising appointments can be scheduled through <a href="https://career.gatech.edu/careerbuzz/">Career Buzz</a></li><li><a href="https://interstride.com/georgiatech/">Interstride</a>, geared toward international students</li><li>Workshops and webinars available in <a href="https://career.gatech.edu/careerbuzz/">Career Buzz</a></li><li><a href="https://career.gatech.edu/ms-phd-career-resources-2/">Other Career Center resources/guides</a> specifically designed for graduate students</li></ul>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1730745766</created>  <gmt_created>2024-11-04 18:42:46</gmt_created>  <changed>1730753881</changed>  <gmt_changed>2024-11-04 20:58:01</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Tips for tackling salary negotiation with confidence and tact. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Tips for tackling salary negotiation with confidence and tact. ]]></sentence>  <summary><![CDATA[<p>Tips for tackling salary negotiation with confidence and tact.&nbsp;</p>]]></summary>  <dateline>2024-11-04T00:00:00-05:00</dateline>  <iso_dateline>2024-11-04T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-11-04 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Career Center Experts Share Tips]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>675520</item>      </media>  <hg_media>          <item>          <nid>675520</nid>          <type>image</type>          <title><![CDATA[25-3001-P1-022-Web Use - 1,000px Wide.jpeg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[25-3001-P1-022-Web Use - 1,000px Wide.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/11/04/25-3001-P1-022-Web%20Use%20-%201%2C000px%20Wide.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/11/04/25-3001-P1-022-Web%20Use%20-%201%2C000px%20Wide.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/11/04/25-3001-P1-022-Web%2520Use%2520-%25201%252C000px%2520Wide.jpeg?itok=BlOw2VJw]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Two people talking at the Georgia Tech All Majors Career Fair]]></image_alt>                    <created>1730752668</created>          <gmt_created>2024-11-04 20:37:48</gmt_created>          <changed>1730752668</changed>          <gmt_changed>2024-11-04 20:37:48</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="182171"><![CDATA[Postdoctoral Scholars]]></keyword>          <keyword tid="185811"><![CDATA[Career Center]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="677420">  <title><![CDATA[15 Georgia Tech Ph.D. Students Awarded Fellowship to Propel STEM Research]]></title>  <uid>36249</uid>  <body><![CDATA[<p>ARCS Foundation Atlanta awarded a total of $117,500 to 15 Ph.D. students who show exceptional promise of making a significant contribution to the worldwide advancement of science and technology. Eight first-year ARCS Scholars will join seven returning scholars who were recognized as outstanding doctoral students.</p><p>Faculty may nominate candidates pursuing doctoral studies for the prestigious fellowship. The Graduate Education Fellowships Selection Committee, established by the Vice Provost for Graduate and Postdoctoral Education, reviews the candidates for final selection.</p><p>This year, each Georgia Tech scholar will receive $7,500 and two will receive the Global Impact Award of $10,000. The Foundation grants the Global Impact Awards to students working on research problems having a broader global context or addressing global issues.</p><p>A scholars award ceremony will be held in November to honor the Atlanta chapter’s recipients. &nbsp;</p><p>Congratulations to the following Georgia Tech 2024-25 ARCS Scholars:&nbsp;</p><h3>Returning Scholars</h3><ul><li>Noam Altman-Kurosaki is a third-year ARCS Scholar who received the Herz Global Impact Award. Altman-Kurosaki is a Ph.D. candidate in biology with a research interest in understanding the processes that drive coral reef decline and recovery.<br>&nbsp;</li><li>Anjana Dissanayaka is a third-year ARCS Scholar who received the Northside Hospital Award. Dissanayaka is a Ph.D. student in biomedical engineering with a research interest in leveraging and applying microfluidic techniques to develop low-cost diagnostic devices.<br>&nbsp;</li><li>Emily Hughes is a second-year ARCS Scholar who received the Lim Award. Hughes is a Ph.D. candidate in earth and atmospheric sciences with a research interest in the geologic history of the planet Mars, specifically how spectroscopy, field analogue studies, and in situ Martian data can be coupled to reconstruct ancient environments.<br>&nbsp;</li><li>Tawfik Hussein is a third-year ARCS Scholar who received the Boice/Reid Award. Hussein is a Ph.D. student in biomedical engineering with a research interest in the mechanics of the heart, specifically, simulating computationally the mechanical changes in the heart of patients with heart failure to help predict early stages of heart failure.<br>&nbsp;</li><li>KC Jacobson is a third-year ARCS Scholar who received the Herz Global Impact Award. Jacobson is a Ph.D. student in bioengineering, chemical and biochemical engineering, with a research interest in the neural mechanisms of impaired sensory processing in a human-relevant mouse model of autism spectrum disorder.<br>&nbsp;</li><li>Cassandra Shriver is a third-year ARCS Scholar who received the Chambers/Jones Award. Shriver is a Ph.D. student in quantitative biosciences, biological sciences, with a research interest in comparative biomechanics, specifically mammalian climbing mechanics with an emphasis on conservation applications.<br>&nbsp;</li><li>Naoki Yokoyama is a third-year ARCS Scholar who received the Dodson Award. Yokoyama is a Ph.D. candidate in robotics, electrical and computer engineering, with a research interest in developing intelligent robots that can assist the elderly and disabled in home environments. &nbsp;</li></ul><h3>New Scholars</h3><ul><li>Alivia Eng is a first-year ARCS Scholar who received the David, Helen and Marian Woodward Award. Eng is a Ph.D. student in earth and atmospheric sciences with a research interest in planetary science, specifically the geologic history of Mars.<br>&nbsp;</li><li>Kierra Franklin is a first-year ARCS Scholar who received the Burke Award. Franklin is a Ph.D. student in biomedical engineering with a research interest in combining synthetic biology and epigenetics to study chromatin biology and disease pathology.<br>&nbsp;</li><li>Marrissa Izykowicz is a first-year ARCS Scholar who received the Roche Award. Izykowicz is a Ph.D. student in chemical biology with a research interest in designing and synthesizing nanohydrogels for targeted drug delivery in metastatic cancers.<br>&nbsp;</li><li>Zachary Mobille is a first-year ARCS Scholar who received the HA (Gus) Peed Award. Mobille is a Ph.D. candidate in quantitative biosciences with a research interest in how anatomical structure and precisely-timed dynamics are interrelated in networks of biological neurons.<br>&nbsp;</li><li>Heriberto Nieves is a first-year ARCS Scholar who received the Wahlen Award. Nieves is a Ph.D. student in biomedical engineering, robotics, with a research interest in applying deep learning to automate the quality control and measurement processes for staging liver fibrosis with magnetic resonance elastography.<br>&nbsp;</li><li>John Pederson is a first-year ARCS Scholar who received the Joslin/Mary Jo Peed Award. Pederson is a Ph.D. student in chemistry with a research interest in multi-scale modeling of complex chemical systems to study reactions at solid/liquid interfaces.<br>&nbsp;</li><li>Theodore St. Francis is a first-year ARCS Scholar who received the ARCS Atlanta Century Award. St. Francis is a Ph.D. student in aerospace engineering with a research interest in electrolysis for both oxygen generation for astronauts and hydrogen production on Earth.<br>&nbsp;</li><li>Gianna Slusher is a first-year ARCS Scholar who received the Swensson/ARCS Atlanta Award. Slusher is a Ph.D. student in bioengineering, mechanical engineering, with a research interest in developing innovative nano-scale technologies to enhance the manufacturing and monitoring of cell-based therapeutics.</li></ul><p><em>The ARCS fellowship is made possible each year by way of fundraising and the continued generous support of the ARCS-Atlanta Foundation.</em></p><p><em>The mission of the ARCS Foundation is to advance science and technology in the United States by providing financial rewards to academically outstanding U.S. citizens studying to complete degrees in science, engineering, and medical research.</em></p><p><em>Since its inception in 1992, the ARCS Foundation Atlanta has awarded more than $4.5 million to over 400 science scholars at Emory University, Georgia Institute of Technology, Morehouse College, and the University of Georgia.&nbsp;</em><br><br>For more information about the 2024-25 ARCS Atlanta Scholars, please visit <a href="https://atlanta.arcsfoundation.org/current-scholars-2024-25" target="_blank">atlanta.arcsfoundation.org/current-scholars-2024-25</a>.</p><p>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1728481137</created>  <gmt_created>2024-10-09 13:38:57</gmt_created>  <changed>1729262479</changed>  <gmt_changed>2024-10-18 14:41:19</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[ARCS Foundation Atlanta awarded a total of $117,500 to 15 Ph.D. students who show exceptional promise of making a significant contribution to the worldwide advancement of science and technology.]]></teaser>  <type>news</type>  <sentence><![CDATA[ARCS Foundation Atlanta awarded a total of $117,500 to 15 Ph.D. students who show exceptional promise of making a significant contribution to the worldwide advancement of science and technology.]]></sentence>  <summary><![CDATA[<p>ARCS Foundation Atlanta awarded a total of $117,500 to 15 Ph.D. students who show exceptional promise of making a significant contribution to the worldwide advancement of science and technology.</p>]]></summary>  <dateline>2024-10-09T00:00:00-04:00</dateline>  <iso_dateline>2024-10-09T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-10-09 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>675258</item>      </media>  <hg_media>          <item>          <nid>675258</nid>          <type>image</type>          <title><![CDATA[New-ARCS-Scholars-Collage.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[New-ARCS-Scholars-Collage.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/10/09/New-ARCS-Scholars-Collage.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/10/09/New-ARCS-Scholars-Collage.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/10/09/New-ARCS-Scholars-Collage.jpg?itok=TX90acj_]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[New ARCS Scholars]]></image_alt>                    <created>1728484686</created>          <gmt_created>2024-10-09 14:38:06</gmt_created>          <changed>1728484686</changed>          <gmt_changed>2024-10-09 14:38:06</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="677282">  <title><![CDATA[Connect with Master's and Doctoral Program Recruiters at the Virtual Graduate School Showcase Hosted by Georgia Tech]]></title>  <uid>36249</uid>  <body><![CDATA[<p>The fourth annual Virtual Graduate School Showcase Hosted by Georgia Tech takes place on October 18. The Showcase offers prospective master’s and doctoral students a chance to connect with recruiters from 89 programs across the United States, Canada, and United Kingdom. The event is free to attend and provides an opportunity to learn about graduate programs, research, funding, support, and more.</p><h2>Who is the Showcase for?</h2><p>The Showcase is for anyone who is gathering information about their grad school options. Those who will benefit most from attending this event include:&nbsp;</p><ul><li>Tech undergraduate and master’s students who are exploring potential master’s, doctoral, or deferred MBA programs at a non-Georgia Tech university.</li><li>Anyone interested in learning more about pursuing a graduate degree and exploring their options.<br>&nbsp;</li></ul><h2>Does this event only have Georgia Tech graduate programs?</h2><p>No, there are over 50 recruiters participating from universities across the United States, Canada, and United Kingdom. <a href="https://gradshowcase.oue.gatech.edu/recruiters/">View the full list of non-Georgia Tech programs here</a>. &nbsp;</p><h2>What is the Showcase schedule?</h2><p>The Showcase will be held from 9 a.m. to 3 p.m. Eastern, but attendance is flexible. Attendees can come when they can and leave when they want.&nbsp;</p><p>The <a href="https://gradshowcase.oue.gatech.edu/meetgt/">Meet Georgia Tech session</a> will be from 10 a.m. to 12 p.m. Eastern. This session is for recruiters from participating Georgia Tech programs. Not all Georgia Tech graduate programs will be present. <a href="https://gradshowcase.oue.gatech.edu/meetgt/">View the full list of Georgia Tech programs here</a>.&nbsp;</p><p>The <a href="https://gradshowcase.oue.gatech.edu/recruiters/">Chat with Recruiters session</a> will be from 1 p.m. to 3 p.m. Eastern. This session is for recruiters from non-Georgia Tech programs. <a href="https://gradshowcase.oue.gatech.edu/recruiters/">View the full list of non-Georgia Tech programs here</a>.</p><p>Throughout the day, Georgia Tech will be hosting <a href="https://gradshowcase.oue.gatech.edu/schedule/">info sessions</a> centered around helpful topics for prospective Georgia Tech applicants. View the full list of info sessions here.</p><h2>How do I register?</h2><p>Registration is required and it is completely free. <a href="https://gradshowcase.oue.gatech.edu/prospective-student-registration/">Register here</a> before October 16 to attend.</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1727900690</created>  <gmt_created>2024-10-02 20:24:50</gmt_created>  <changed>1728318955</changed>  <gmt_changed>2024-10-07 16:35:55</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The fourth annual Virtual Graduate School Showcase Hosted by Georgia Tech takes place on October 18. ]]></teaser>  <type>news</type>  <sentence><![CDATA[The fourth annual Virtual Graduate School Showcase Hosted by Georgia Tech takes place on October 18. ]]></sentence>  <summary><![CDATA[<p>The fourth annual Virtual Graduate School Showcase Hosted by Georgia Tech takes place on October 18.</p>]]></summary>  <dateline>2024-10-02T00:00:00-04:00</dateline>  <iso_dateline>2024-10-02T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-10-02 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education<br>Georgia Tech</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>675202</item>      </media>  <hg_media>          <item>          <nid>675202</nid>          <type>image</type>          <title><![CDATA[Virtual Graduate School Showcase Hosted by Georgia Tech]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[VGSS-600x300-email-2024.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/10/02/VGSS-600x300-email-2024.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/10/02/VGSS-600x300-email-2024.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/10/02/VGSS-600x300-email-2024.png?itok=lmZFDlkP]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Decorative image]]></image_alt>                    <created>1727902601</created>          <gmt_created>2024-10-02 20:56:41</gmt_created>          <changed>1727902601</changed>          <gmt_changed>2024-10-02 20:56:41</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://gradshowcase.oue.gatech.edu/prospective-student-registration/]]></url>        <title><![CDATA[Register for the Showcase]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="31711"><![CDATA[Graduate Recruitment]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="677091">  <title><![CDATA[Navigating Research Challenges: Support through Advocacy and Conflict Resolution  ]]></title>  <uid>36363</uid>  <body><![CDATA[<div><p lang="EN-US">Are you facing challenges with your research advisor or problems related to conducting research ethically and responsibly? Help with these types of matters is now available through Advocacy and Conflict Resolution. &nbsp;&nbsp;</p></div><div><p lang="EN-US">This past year, the Office of Graduate and Postdoctoral Education introduced a new role, Assistant Director of Advocacy and Conflict Resolution, to directly support graduate students and postdoctoral scholars. This role is designed to help them navigate difficult academic situations, particularly those involving their research advisors. The position is held by David Anderson, a professor of electrical and computer engineering with extensive experience both as a research advisor and as an advocate for graduate students.&nbsp;&nbsp;</p></div><div><p lang="EN-US">Anderson’s role is part of a larger program within&nbsp;the Office of the Provost on Conflict Resolution and Advocacy. Led by Dr. Kyla Ross. Conflict Resolution and Advocacy provides various resources for students, student organizations, faculty, or staff members including the following: &nbsp;&nbsp;</p></div><div><ul><li><p lang="EN-US"><strong>Consultation</strong>: Seek guidance on dispute resolution and Institute policies and procedures.&nbsp;&nbsp;</p></li></ul></div><div><ul><li><p lang="EN-US"><strong>Mediation</strong>: Engage with a trained facilitator to informally resolve disputes between parties.&nbsp;&nbsp;</p></li></ul></div><div><ul><li><p lang="EN-US"><strong>Training</strong>: Request a workshop on how to productively navigate conflicts and resolutions.&nbsp;&nbsp;</p></li></ul></div><div><ul><li><p lang="EN-US"><strong>Coaching</strong>: Collaborate with a thought partner to advance your personal and professional goals.&nbsp;&nbsp;</p></li></ul></div><div><p lang="EN-US">&nbsp; If a graduate student or a postdoctoral scholar needs help with navigating challenges with their advisors or with their research or teaching positions, contact <a href="https://gradpostdoc.gatech.edu/leadership/david-v-anderson-phd" rel="noreferrer noopener" target="_blank">Dr. David Anderson</a>. &nbsp;</p></div><div><p lang="EN-US">&nbsp;For broader issues surrounding other types of conflicts, such as with courses or other campus services, see the <a href="https://provost.gatech.edu/reporting-units/advocacy" rel="noreferrer noopener" target="_blank">Conflict Resolution &amp; Advocacy</a> resource page. This site also contains information for students to submit formal complaints or grievances. In most cases, the student should try to resolve the grievance first through dialogue with the faculty member or other individual. If that resolution is not possible, then the student may consult an administrator in their unit for assistance in solving the problem before deciding to submit a grievance.&nbsp; &nbsp;&nbsp;</p></div><div><p lang="EN-US">&nbsp;</p></div>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1727268188</created>  <gmt_created>2024-09-25 12:43:08</gmt_created>  <changed>1727268188</changed>  <gmt_changed>2024-09-25 12:43:08</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[ The Office of Graduate and Postdoctoral Education has introduced a new Assistant Director of Advocacy and Conflict Resolution, David Anderson, to support graduate students and postdoctoral scholars in navigating academic challenges.]]></teaser>  <type>news</type>  <sentence><![CDATA[ The Office of Graduate and Postdoctoral Education has introduced a new Assistant Director of Advocacy and Conflict Resolution, David Anderson, to support graduate students and postdoctoral scholars in navigating academic challenges.]]></sentence>  <summary><![CDATA[<div><div><div><div><div>&nbsp;</div></div></div></div></div><div><div><div><div><div><div><p>The Office of Graduate and Postdoctoral Education has introduced a new Assistant Director of Advocacy and Conflict Resolution, David Anderson, to support graduate students and postdoctoral scholars in navigating academic challenges, particularly those involving research advisors, as part of a broader program aimed at providing conflict resolution resources across campus.</p></div></div></div></div></div></div>]]></summary>  <dateline>2024-09-19T00:00:00-04:00</dateline>  <iso_dateline>2024-09-19T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-09-19 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>      </media>  <hg_media>      </hg_media>  <related>          <link>        <url><![CDATA[https://provost.gatech.edu/reporting-units/advocacy]]></url>        <title><![CDATA[Conflict Resolution & Advocacy]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="190936"><![CDATA[Graduate and Postdoctoral Education]]></keyword>          <keyword tid="182171"><![CDATA[Postdoctoral Scholars]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="676982">  <title><![CDATA[Georgia Tech Postdoctoral Scholar Among the Best Emerging Scientists]]></title>  <uid>36249</uid>  <body><![CDATA[<p>In 2023, Juan Carlos Martínez Mori was a Ph.D. student at Cornell University when he was named a Schmidt Science Fellow.</p><p>The Schmidt Science Fellowship seeks “the brightest minds in the natural sciences, mathematics, engineering and computing.” Applicants must not only demonstrate high research achievement, but also make the case for their ability to successfully pivot into a field outside of their Ph.D. discipline. Upon graduation, Fellows undertake a postdoctoral placement in a world-class environment that best meets their needs to develop interdisciplinary research and skills. Fellows receive $100,000 stipend per year to conduct research in a field outside of their Ph.D. area.</p><p>Fortunately for Georgia Tech, Martínez Mori chose the H. Milton Stewart School of Industrial and Systems Engineering.</p><p>“My school is a long-established leader in the field,” said Martínez. “On top of that, I found a postdoctoral mentor who I could relate to and who could support me in a broad sense of the word–certainly with the technical aspects of my research, but just as importantly, with navigating this transitional stage of my career.”</p><h2>Making Pivots: From Civil Engineering to Mathematics and Beyond</h2><p>For as long as Martínez Mori could remember, he was interested in cities and transportation. After studying civil engineering as an undergrad, his graduate education veered toward mathematics. &nbsp;</p><p>“To me, it is super exciting when problems are both mathematically challenging and practically meaningful,” said Martínez Mori. “I tend to find my math problems from problems in the real world.”</p><p>By earning his Ph.D. in applied mathematics, he felt that this combined the best of both civil engineering and mathematics worlds.</p><h3>Innovation Through Interdisciplinary Study</h3><p>As part of the requirement for fellows to pivot their research, Martínez Mori is now researching cooperative game theory and algorithmic fairness with Alejandro Toriello, professor of industrial and systems engineering.</p><p>“To me, it is very rewarding to think about new problems, or to think about old problems through a different lens,” said Martínez Mori. “You start developing a unique perspective on things, and I think that’s how innovation happens. The Schmidt Science Fellows program is specifically designed to support us through this process.”</p><h3>Research Focus: Fair Decision-Making in Public Goods Design</h3><p>Martínez Mori’s research at Georgia Tech looks at using computational models to make decisions about the design of public goods, such as public infrastructure. If his research is successful, it could support more effective public decision making.</p><p>“I am very excited about our results thus far,” said Martínez Mori. “One thing I learned since I got here is to think about this as a long-term research program, rather than just as one or two papers. This is helping us think carefully about what the right questions are to ask.” &nbsp;</p><p>Aside from key findings in his research, Martínez Mori has learned some valuable lessons since becoming a Schmidt Science Fellow.</p><p>“I think I have become more comfortable with not knowing,” said Martínez Mori. “Instead, I am more confident in my ability to pick what I want or need to learn for my own research goals.”</p><h2>Mentorship and Academia: Guiding the Next Generation</h2><p>Throughout his Ph.D., Martínez Mori mentored many undergraduate students, and he found mentoring-through-research to be rewarding. This experience solidified his interest in an academic career.</p><p>“I want to become a faculty member at an institution where I can not only do good research, but where I can mentor students who, for various life circumstances, wouldn’t normally get the chance to go for a Ph.D.,” said Martínez Mori.</p><p>He believes that education enables social progress, and it is his long-term goal to give back to his home country of Ecuador through research and education initiatives.</p><p><em>Martínez Mori is supported by the President’s Postdoctoral Fellowship program. This program is run in alliance with the University Partnerships for Faculty Diversity led by the University of California’s Office of the President (UCOP). The current program offers postdoctoral research fellowships, professional development and faculty mentoring to outstanding scholars in all fields whose research, teaching, and service will contribute to diversity and equal opportunity at UC.&nbsp;</em></p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1726760533</created>  <gmt_created>2024-09-19 15:42:13</gmt_created>  <changed>1726777769</changed>  <gmt_changed>2024-09-19 20:29:29</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Juan Carlos Martínez Mori brings interdisciplinary research as a postdoctoral scholar at Georgia Tech]]></teaser>  <type>news</type>  <sentence><![CDATA[Juan Carlos Martínez Mori brings interdisciplinary research as a postdoctoral scholar at Georgia Tech]]></sentence>  <summary><![CDATA[<p>Juan Carlos Martínez Mori brings interdisciplinary research as a postdoctoral scholar at Georgia Tech</p>]]></summary>  <dateline>2024-09-19T00:00:00-04:00</dateline>  <iso_dateline>2024-09-19T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-09-19 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education<br>&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>675045</item>      </media>  <hg_media>          <item>          <nid>675045</nid>          <type>image</type>          <title><![CDATA[Juan-Carlos-Martinez-Mori-postdoc.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Juan-Carlos-Martinez-Mori-postdoc.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/09/19/Juan-Carlos-Martinez-Mori-postdoc.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/09/19/Juan-Carlos-Martinez-Mori-postdoc.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/09/19/Juan-Carlos-Martinez-Mori-postdoc.jpg?itok=6cHXQSdk]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photo of Juan Carlos Martínez Mori]]></image_alt>                    <created>1726760616</created>          <gmt_created>2024-09-19 15:43:36</gmt_created>          <changed>1726760616</changed>          <gmt_changed>2024-09-19 15:43:36</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="191316"><![CDATA[Postdoctoral Scholar]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="677004">  <title><![CDATA[Maximizing Your Graduate Experience: Essential Resources for Success at Georgia Tech]]></title>  <uid>36363</uid>  <body><![CDATA[<p>As a graduate student at Georgia Tech, you have access to various resources designed to support your academic journey and well-being throughout your time here. Some of those educational resources include&nbsp;<a href="https://grad.gatech.edu/knack-tutoring">free peer tutoring</a>, research assistance, professional opportunities, and communication support through the&nbsp;<a href="https://www.communicationcenter.gatech.edu/">Naugle CommLab.</a>&nbsp;</p><p>The&nbsp;<a href="https://library.gatech.edu/research-help-support">Georgia Tech Library</a> offers vast research materials. The Language Institute aids non-native speakers, including courses offered in collaboration with the Center for Teaching and Learning this year, graduate students have access to&nbsp;<a href="https://grad.gatech.edu/knack-tutoring">free peer-to-peer tutoring services</a> for select graduate courses. For concerns related to academic and research practices,&nbsp;<a href="https://provost.gatech.edu/reporting-units/advocacy">the Office of Advocacy and Conflict Resolution</a> offers mediation, training, and consultation. This office helps graduate students navigate issues with research ethics and fosters a supportive environment for addressing academic conflicts.</p><p>In addition to academic support, Georgia Tech’s Career Center offers tailored career services to help graduate students navigate the professional world. The&nbsp;<a href="https://career.gatech.edu/">Career Center</a> provides individual career counseling, resume and CV reviews, interview preparation, career exploration workshops, and the Graduate Internship Program. Students can access resources for academic and non-academic career paths and are encouraged to participate in networking events and explore job search strategies.&nbsp;</p><p>&nbsp;Graduate students can also benefit from many wellness resources, career services, and community engagement opportunities.</p><p>The Office of Graduate Education will continue to ensure that all students have access to academic mentorship, professional development, and personal well-being support.</p><p>For a comprehensive list of available services for graduate students, visit the&nbsp;<a href="https://grad.gatech.edu/student-resources">Graduate Student Resources</a> and&nbsp;<a href="https://grad.gatech.edu/academic-resources">Academic Resources</a> pages.</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1726777020</created>  <gmt_created>2024-09-19 20:17:00</gmt_created>  <changed>1726777020</changed>  <gmt_changed>2024-09-19 20:17:00</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[  Graduate students at Georgia Tech have access to a range of academic and professional resources, including free peer tutoring, research support, and communication assistance. Read on to learn more.]]></teaser>  <type>news</type>  <sentence><![CDATA[  Graduate students at Georgia Tech have access to a range of academic and professional resources, including free peer tutoring, research support, and communication assistance. Read on to learn more.]]></sentence>  <summary><![CDATA[<p>Graduate students at Georgia Tech have access to a range of academic and professional resources, including free peer tutoring, research support, and communication assistance through the Naugle CommLab. Additionally, the Career Center offers personalized career guidance, while the Office of Graduate Education ensures students receive mentorship and wellness support for a well-rounded experience.</p>]]></summary>  <dateline>2024-09-19T00:00:00-04:00</dateline>  <iso_dateline>2024-09-19T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-09-19 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>      </media>  <hg_media>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="191221"><![CDATA[GT Student Resources]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="676501">  <title><![CDATA[8 Tips for Thriving in Graduate School with Executive MBA Student Mel Tobias]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Despite her fear of heights, executive MBA student and GT6000 group leader Mel Tobias participated in the Leadership Challenge High Ropes course during immersion week at Georgia Tech. This experience taught Tobias the value of teamwork, a crucial lesson both in graduate school and the workplace. It was one of many instances where Tobias pushed herself outside of her comfort zone to grow and succeed. &nbsp;</p><p>Through experiences like the high ropes course, Tobias learned the importance of embracing challenges and teamwork, a mindset she has applied throughout her professional and academic journey. Drawing from these experiences, Tobias has compiled a variety of practical strategies to help fellow graduate students succeed both academically and personally.</p><ul><li><strong>Use read-aloud features for PDF and textbooks. </strong>“Register for any electronic textbooks. This is a huge time saver and allows for listening while doing other things, such as walking, relaxing, housekeeping, etc.,” said Tobias.<br>&nbsp;</li><li><strong>Your network is your net worth.</strong> “Build relationships with your fellow students, advisors, professors, etc.,” said Tobias.<br>&nbsp;</li><li><strong>Say yes to more and try things you didn’t know you were capable of. </strong>Tobias received some valuable advice from a classmate, which she has reflected on over the past year: “When you are having trouble trying to decide to do something, ask yourself, ‘When I reflect on this tomorrow, which will I regret more?’”<br>&nbsp;</li><li><strong>Allocate time for self-care. </strong>“Finding 'me time' was essential since I work full-time remotely from home, plus attending weekend and asynchronous classes online,” said Tobias. “Be intentional about allocating time for yourself and fun with your peers and step away from schoolwork. I use the Nike Training Club app for quick and free exercises, and I participate in local outdoor fitness offerings through the Beltline, the Home Depot Backyard, and the nearby Epicurean hotel that hosts yoga on Mondays.<br>&nbsp;</li><li><strong>Know your why.</strong> “Having gratitude for the journey helps with focusing on my why,” said Tobias. “When things are tough, I try and remind myself that <em>I get to</em> instead of <em>I have to</em>.”<br>&nbsp;</li><li><strong>Create a matrix to manage time.</strong> “When you look at all the classes and deliverables, it can feel overwhelming,” said Tobias. “In my first semester, I created an Excel matrix to track due dates for all deliverables, including class preparation, and categorized by individual and team. I would work two weeks out, similar to the sprint work in my day job.”<br>&nbsp;</li><li><strong>Utilize the library subscription offerings.</strong> “I subscribe to Atlanta Business Chronicle, New York Times, and the Wall Street Journey,” said Tobias. “I will miss these free subscriptions once I lose my Georgia tech email address.”<br>&nbsp;</li><li><strong>Customize your email address.</strong> A customized email address enhances professionalism and is easier to recognize and remember. “You can customize your Georgia Tech email address,” said Tobias. “To do this, log into OSCAR, select Passport, click on email preferences, and click ‘Change your customized address.’ This is how I went from mtobias6 to mel.tobias@gatech.edu.”</li></ul><p>Connect with Tobias on LinkedIn at <a href="https://www.linkedin.com/in/meltobias/.">https://www.linkedin.com/in/meltobias/.</a>&nbsp;<br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1725396129</created>  <gmt_created>2024-09-03 20:42:09</gmt_created>  <changed>1725487523</changed>  <gmt_changed>2024-09-04 22:05:23</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Mel Tobias, executive MBA student and GT6000 group leader, has compiled a variety of practical strategies to help fellow graduate students succeed both academically and personally. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Mel Tobias, executive MBA student and GT6000 group leader, has compiled a variety of practical strategies to help fellow graduate students succeed both academically and personally. ]]></sentence>  <summary><![CDATA[<p>Mel Tobias, executive MBA student and GT6000 group leader, has compiled a variety of practical strategies to help fellow graduate students succeed both academically and personally.&nbsp;</p>]]></summary>  <dateline>2024-09-03T00:00:00-04:00</dateline>  <iso_dateline>2024-09-03T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-09-03 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674804</item>      </media>  <hg_media>          <item>          <nid>674804</nid>          <type>image</type>          <title><![CDATA[Mel Tobias]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[mel-tobias.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/09/03/mel-tobias.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/09/03/mel-tobias.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/09/03/mel-tobias.png?itok=ThYftAkr]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Mel Tobias]]></image_alt>                    <created>1725396486</created>          <gmt_created>2024-09-03 20:48:06</gmt_created>          <changed>1725396486</changed>          <gmt_changed>2024-09-03 20:48:06</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://www.scheller.gatech.edu/about-scheller/scheller-stories/mel-tobias.html]]></url>        <title><![CDATA[Humans of Scheller: Mel Tobias]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="139"><![CDATA[Business]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="139"><![CDATA[Business]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="676475">  <title><![CDATA[Celebrating a New School Year and Growth in Graduate Enrollment at Georgia Tech ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>As we continue to celebrate the successful start of the academic school year, Georgia Tech’s Office of Graduate Education welcomes 10,730 new graduate students, a 26% increase from last year.&nbsp;</p><p>This growth is largely due to the increased popularity of Tech’s online master's programs, which have seen a 37% surge in new enrollments, totaling 7,190 new students.&nbsp;</p><p>“The 37% increase in new student enrollment in Georgia Tech’s online master’s programs aligns with overall trends in the graduate landscape that we’ve observed – a desire for targeted, yet flexible online and hybrid learning models that leads to employment in high-demand jobs. It’s an added benefit that these programs are a real bargain at Georgia Tech,” said Joy Olabisi, assistant vice provost for Graduate Education.&nbsp;</p><p>In addition to the overall growth in numbers, Georgia Tech is also proud of the increasing diversity among its graduate students. From Fall 2023 to Fall 2024, Hispanic graduate students rose by 44%, from 566 to 814, while Black/African American student enrollment increased by 36%, from 443 to 602. This reflects the Institute's ongoing efforts to create an inclusive environment that welcomes students from all backgrounds.</p><p>The total graduate student enrollment at Georgia Tech now stands at 33,315, a 17% increase from last year. The Atlanta campus alone is home to 8,333 of these students, with 3,953 pursuing Ph.D.s. These numbers underscore the critical role graduate students play in the Institute's mission.</p><p>“Graduate students play an integral role in enhancing Georgia Tech’s reputation as a leading research institution,” said Olabisi. “We’re excited to see that so many graduate applicants see Georgia Tech as a place where they not only develop as leaders but also shape the future through technological advancements.”</p><p>Furthermore, Georgia Tech has seen a 20% increase in B.S. to M.S. enrollment, a testament to the success of its accelerated pathways for current B.S. students.</p><p>As Olabisi explained, “More of Tech’s graduate programs are establishing accelerated pathways to M.S. degrees for current B.S. students, which is an attractive recruiting strategy because it enhances career opportunities in a familiar context, minimizing transitional challenges while providing a financial bargain.”</p><p>As Georgia Tech continues to expand and diversify its graduate programs, it remains committed to providing students with the tools and opportunities they need to succeed, both academically and professionally. This new school year promises to be an exciting chapter in the Institute's storied history, with graduate students leading the charge in shaping the future of technology and innovation.</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1725378039</created>  <gmt_created>2024-09-03 15:40:39</gmt_created>  <changed>1725381645</changed>  <gmt_changed>2024-09-03 16:40:45</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech's Office of Graduate Education celebrates a 26% increase in new graduate students, driven by the popularity of its online master's programs and a commitment to fostering diversity, as the total graduate enrollment reaches a record 33,315.]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech's Office of Graduate Education celebrates a 26% increase in new graduate students, driven by the popularity of its online master's programs and a commitment to fostering diversity, as the total graduate enrollment reaches a record 33,315.]]></sentence>  <summary><![CDATA[<p>Georgia Tech's Office of Graduate Education celebrates a 26% increase in new graduate students, driven by the popularity of its online master's programs and a commitment to fostering diversity, as the total graduate enrollment reaches a record 33,315.</p>]]></summary>  <dateline>2024-09-03T00:00:00-04:00</dateline>  <iso_dateline>2024-09-03T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-09-03 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Surge in Graduate Enrollment at Georgia Tech Reflects Growing Demand for Online Master's Programs and Commitment to Diversity]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing Communications Manager</p><p>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674799</item>      </media>  <hg_media>          <item>          <nid>674799</nid>          <type>image</type>          <title><![CDATA[New Incoming Grad Students 2024 ]]></title>          <body><![CDATA[<p>New Incoming Grad Students at 2024 Grad Expo </p>]]></body>                      <image_name><![CDATA[DSC_0038.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/09/03/DSC_0038.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/09/03/DSC_0038.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/09/03/DSC_0038.jpg?itok=pQR8_4ln]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[New Incoming Grad Students at 2024 Grad Expo ]]></image_alt>                    <created>1725381504</created>          <gmt_created>2024-09-03 16:38:24</gmt_created>          <changed>1725381504</changed>          <gmt_changed>2024-09-03 16:38:24</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/]]></url>        <title><![CDATA[Office of Graduate Education ]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="676113">  <title><![CDATA[Cybersecurity Team Wins $2 Million in Grand Challenge Semi-Final]]></title>  <uid>36253</uid>  <body><![CDATA[<p>For three days, a cybercriminal unleashed a crippling ransomware attack on the futuristic city of Northbridge. The attack shut down the city’s infrastructure and severely impacted public services, until Georgia Tech cybersecurity experts stepped in to stop it.&nbsp;</p><p>This scenario played out this weekend at the DARPA <a href="https://aicyberchallenge.com/home/">AI Cyber Challenge</a> (AIxCC) semi-final competition held at DEF CON 32 in Las Vegas. <a href="https://team-atlanta.github.io/">Team Atlanta</a>, which included the Georgia Tech experts, were among the contest’s winners. &nbsp;</p><p>Team Atlanta will now compete against six other teams in the final round that takes place at DEF CON 33 in August 2025. The finalists will keep their AI system and improve it over the next 12 months using the $2 million semi-final prize.</p><p>The AI systems in the finals must be open sourced and ready for immediate, real-world launch. The AIxCC final competition will award a $4 million grand prize to the ultimate champion.</p><p>Team Atlanta is made up of past and present Georgia Tech students and was put together with the help of SCP Professor Taesoo Kim. Not only did the team secure a spot in the final competition, they found a zero-day vulnerability in the contest.&nbsp;</p><p>“I am incredibly proud to announce that Team Atlanta has qualified for the finals in the DARPA AIxCC competition,” said Taesoo Kim, professor in the <a href="https://scp.cc.gatech.edu/">School of Cybersecurity and Privacy</a> and a vice president of <a href="https://research.samsung.com/">Samsung Research</a>.&nbsp;</p><p>“This achievement is the result of exceptional collaboration across various organizations, including the <a href="https://gtri.gatech.edu/">Georgia Tech Research Institute</a> (GTRI), industry partners like Samsung, and international academic institutions such as <a href="https://www.kaist.ac.kr/en/">KAIST</a> and <a href="https://www.postech.ac.kr/kor/">POSTECH</a>.”&nbsp;</p><p>After noticing discrepancies in the competition score board, the team discovered and reported a bug in the competition itself. The type of vulnerability they discovered is known as a zero-day vulnerability, because vendors have zero days to fix the issue.&nbsp;</p><p>While this didn’t earn Team Atlanta additional points, the competition organizer acknowledged the team and their finding during the closing ceremony.&nbsp;</p><p>“Our team, deeply rooted in Atlanta and largely composed of Georgia Tech alumni, embodies the innovative spirit and community values that define our city,” said Kim.&nbsp;</p><p>“With over 30 dedicated students and researchers, we have demonstrated the power of cross-disciplinary teamwork in the semi-final event. As we advance to the finals, we are committed to pushing the boundaries of cybersecurity and artificial intelligence, and I firmly believe the resulting systems from this competition will transform the security landscape in the coming year!”</p><p>The team tested their cyber reasoning system (CRS), dubbed Atlantis, on software used for data management, website support, healthcare systems, supply chains, electrical grids, transportation, and other critical infrastructures.</p><p>Atlantis is a next-generation, bug-finding and fixing system that can hunt bugs in multiple coding languages. The system immediately issues accurate software patches without any human intervention.&nbsp;</p><p>AIxCC is a Pentagon-backed initiative that was announced in August 2023 and will award up to $20 million in prize money throughout the competition. Team Atlanta was among the 42 teams that qualified for the semi-final competition earlier this year.&nbsp;</p>]]></body>  <author>John Popham</author>  <status>1</status>  <created>1724173370</created>  <gmt_created>2024-08-20 17:02:50</gmt_created>  <changed>1724174498</changed>  <gmt_changed>2024-08-20 17:21:38</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[A group of Georgia Tech students and alumni were among the winners of $2 million in DARPA's AI Cyber Challenge and will compete in the final competition next August.]]></teaser>  <type>news</type>  <sentence><![CDATA[A group of Georgia Tech students and alumni were among the winners of $2 million in DARPA's AI Cyber Challenge and will compete in the final competition next August.]]></sentence>  <summary><![CDATA[<p>A group of Georgia Tech students and alumni were named finalists at the DARPA <a href="https://aicyberchallenge.com/home/">AI Cyber Challenge</a> (AIxCC) semi-final competition held at DEF CON 32 in Las Vegas.</p><p>Team Atlanta, which included the Georgia Tech experts, will now compete against six other teams in the final round that takes place at DEF CON 33 in August 2025. The finalists will keep their AI system and improve it over the next 12 months using the $2 million semi-final prize.</p>]]></summary>  <dateline>2024-08-20T00:00:00-04:00</dateline>  <iso_dateline>2024-08-20T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-08-20 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[jpopham3@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>John Popham</p><p>Communications Officer II at the School of Cybersecurity and Privacy</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674659</item>      </media>  <hg_media>          <item>          <nid>674659</nid>          <type>image</type>          <title><![CDATA[Team-ATL-Header.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Team-ATL-Header.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/08/20/Team-ATL-Header.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/08/20/Team-ATL-Header.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/08/20/Team-ATL-Header.jpg?itok=6B4oyahe]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Group photo of Team Atlanta]]></image_alt>                    <created>1724173551</created>          <gmt_created>2024-08-20 17:05:51</gmt_created>          <changed>1724173551</changed>          <gmt_changed>2024-08-20 17:05:51</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="47223"><![CDATA[College of Computing]]></group>          <group id="660373"><![CDATA[School of Cybersecurity &amp; Privacy (Do not use)]]></group>          <group id="660367"><![CDATA[School of Cybersecurity and Privacy]]></group>      </groups>  <categories>          <category tid="153"><![CDATA[Computer Science/Information Technology and Security]]></category>          <category tid="134"><![CDATA[Student and Faculty]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="153"><![CDATA[Computer Science/Information Technology and Security]]></term>          <term tid="134"><![CDATA[Student and Faculty]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="192863"><![CDATA[go-ai]]></keyword>          <keyword tid="186861"><![CDATA[go-cyber]]></keyword>          <keyword tid="101331"><![CDATA[#IamGTComputing]]></keyword>          <keyword tid="506"><![CDATA[alumni]]></keyword>          <keyword tid="166847"><![CDATA[students]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="1506"><![CDATA[faculty]]></keyword>          <keyword tid="187812"><![CDATA[artificial intelligence (AI)]]></keyword>          <keyword tid="1404"><![CDATA[Cybersecurity]]></keyword>          <keyword tid="188016"><![CDATA[cybersecurity attack]]></keyword>      </keywords>  <core_research_areas>          <term tid="193655"><![CDATA[Artificial Intelligence at Georgia Tech]]></term>          <term tid="145171"><![CDATA[Cybersecurity]]></term>          <term tid="193653"><![CDATA[Georgia Tech Research Institute]]></term>          <term tid="39481"><![CDATA[National Security]]></term>          <term tid="39501"><![CDATA[People and Technology]]></term>          <term tid="39541"><![CDATA[Systems]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="676041">  <title><![CDATA[Grad SGA Leadership Outlines Vision for the Upcoming Year]]></title>  <uid>36249</uid>  <body><![CDATA[<p>In Spring 2024, the Graduate Student Government Association (Grad SGA) welcomed new leadership with Kiera Tran as president and Donglai Yang as executive vice president. As they step into their new roles, they have set their sights on addressing key issues affecting graduate students, including housing, career development, resource accessibility, and support for international students.</p><h2>Adapting to a Growing Graduate Student Population</h2><p>“With the new enrollment [growth], we stand to have more students than ever. With this, graduate students are affected the most,” said Tran. “We want to tackle this problem by creating a way for Georgia Tech to adapt to the new population of students.”</p><p>International students are a large part of the graduate student enrollment growth.</p><p>“More than 50% of graduate students are international students,” said Tran. “To help international students transition to life at Georgia Tech, we talked about creating a buddy program for students to make friends and learn from peers and senior students.”</p><h2>Engaging the Graduate Student Community</h2><p>“We are just two people, and with the cabinet, we have around 20 students to represent the entire student body of over 30,000 students,” said Tran.</p><p>Engaging with such a large and diverse student body presents a communication challenge.</p><p>“I think particularly for graduate students, there’s always the challenge of how to reach out to them–how to make sure that what we’re doing here is being seen and heard by the graduate students,” said Yang. "It is a very difficult challenge because it requires that we set up communications not only to the entire campus staff, but also at the department and graduate program coordinators level."&nbsp;</p><p>To obtain the voice of the student population, Grad SGA plans to continue sending out surveys when they want student feedback. They are also going to schedule a town hall for students to attend, which will happen at the end of every semester.&nbsp;</p><h2>Strengthening Relationships with Administration</h2><p>“The population of graduate students is more than undergrad,” said Tran. “Grad students tend to get neglected because we are not as involved on campus. This is a two-way street. Our goal is to encourage more graduate student involvement in campus activities, while also working with the admins and Institute to prioritize grad student needs.”</p><p>According to Tran, last year they worked on establishing connections with admins, from Pres. Cabrera’s cabinet to admins across campus within each department.</p><p>“All of the admins at Georgia Tech are very supportive of grad students,” said Tran. “It’s very clear to them that we have different needs, so they want to help us. It’s going to be a very fun year working with all the admins.”</p><p><em>Grad SGA is currently looking for senate candidates. Applications are open through August 26. Online and in-person students can </em><a href="https://gatech.co1.qualtrics.com/jfe/form/SV_exqNkTgBCnudvue"><em>access the application here</em></a><em>.</em></p><p><em>Kiera Tran is a Ph.D. student studying geophysical glaciology in the School of Earth and Atmospheric Sciences. She began her journey at Georgia Tech in her junior year of college. It was at Tech where Tran discovered her passion for earth sciences and the desire to make an impact on global issues. She has been involved in Grad SGA for the past two years.</em></p><p><em>Donglai Yang is a 2nd year Ph.D. student in the School of Earth and Atmospheric Sciences studying the consequences of climate change to the polar regions with radar observations, high-performance computing, and artificial intelligence. This is Yang’s first year serving in Grad SGA.</em></p><p><br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1723820085</created>  <gmt_created>2024-08-16 14:54:45</gmt_created>  <changed>1723820487</changed>  <gmt_changed>2024-08-16 15:01:27</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[As new Graduate Student Government Association leaders step into their new roles, they set their sights on addressing key issues affecting graduate students. ]]></teaser>  <type>news</type>  <sentence><![CDATA[As new Graduate Student Government Association leaders step into their new roles, they set their sights on addressing key issues affecting graduate students. ]]></sentence>  <summary><![CDATA[<p>As new Graduate Student Government Association leaders step into their new roles, they set their sights on addressing key issues affecting graduate students.&nbsp;</p>]]></summary>  <dateline>2024-08-16T00:00:00-04:00</dateline>  <iso_dateline>2024-08-16T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-08-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674264</item>      </media>  <hg_media>          <item>          <nid>674264</nid>          <type>image</type>          <title><![CDATA[Donglai Yang and Kiera Tran]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[GradSGA_2024.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/06/28/GradSGA_2024.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/06/28/GradSGA_2024.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/06/28/GradSGA_2024.jpg?itok=wlz65eHj]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Donglai Yang and Kiera Tran]]></image_alt>                    <created>1719583048</created>          <gmt_created>2024-06-28 13:57:28</gmt_created>          <changed>1719583048</changed>          <gmt_changed>2024-06-28 13:57:28</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://news.gatech.edu/news/2024/08/16/senators-wanted-graduate-student-government]]></url>        <title><![CDATA[Senators Wanted for Graduate Student Government]]></title>      </link>          <link>        <url><![CDATA[https://gatech.co1.qualtrics.com/jfe/form/SV_exqNkTgBCnudvue]]></url>        <title><![CDATA[Apply Here]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="675265">  <title><![CDATA[Get to Know Grad SGA Leadership Kiera Tran and Donglai Yang]]></title>  <uid>36249</uid>  <body><![CDATA[<p>In Spring 2024, Kiera Tran and Donglai Yang were elected the president and executive vice president of the Graduate Student Government Association (Grad SGA). &nbsp;</p><p>Kiera Tran is a Ph.D. student studying geophysical glaciology in the School of Earth and Atmospheric Sciences. She began her journey at Georgia Tech in her junior year of college. It was at Tech where Tran discovered her passion for earth sciences and the desire to make an impact on global issues. She has been involved in Grad SGA for the past two years.</p><p>Donglai Yang will be a 2nd year Ph.D. student in the School of Earth and Atmospheric Sciences studying the consequences of climate change to the polar regions with radar observations, high-performance computing, and artificial intelligence. This is Yang’s first year serving in Grad SGA.</p><p>We followed up with them to get the scoop on their interests outside of academics.</p><h3>Favorite Hobbies and Activities</h3><ul><li>Donglai: I have been involved in music ensembles, playing some jazz music with fellow Georgia Tech students. It has been really fun. I also started a climbing group in our department to organize climbing activities.</li><li>Kiera: I do small things to get my head out of research and Grad SGA work. I read a lot to make myself think about something else. I also really like journaling, so I journal while I read. Recently, I got into diamond painting. It’s like color by numbers, but you do it with diamonds. I spend hours on it, and I think that would be my new hobby right now.<br>&nbsp;</li></ul><h3>Favorite Place on Campus</h3><ul><li>Donglai: The hammocks on Tech Green.</li><li>Kiera: The Eco Commons slide–that is where I go to destress, just slide down three times and then go back to my research.<br>&nbsp;</li></ul><h3>Favorite Tradition or Event on Campus</h3><ul><li>Donglai: I’m into music, so the ensemble events.</li><li>Kiera: Recently, I got into campus sports, so I attend the football, basketball, and volleyball games.<br>&nbsp;</li></ul><h3>Favorite Thing about Atlanta</h3><ul><li>Donglai: I like the diversity–it’s like a melting pot. It feels energetic. That’s what drew me here–it’s a very energetic city and energetic campus.</li><li>Kiera: I’ve been to a lot of other states, and I think the food in Atlanta is very diverse. One of the things I like to do around Atlanta is just try different cuisine and restaurants.<br>&nbsp;</li></ul><h3>Favorite Restaurant in Atlanta</h3><ul><li>Donglai: Yet Tuh–a charming little family-style Korean restaurant. The staff is always so friendly.&nbsp;<br>Kiera: Ponko Chicken–the hotdog is delicious!</li></ul><h3><br>Current Favorite Song</h3><ul><li>Donglai: Witness Me by Jacob Collier<br>Kiera: It’s OK by Imagine Dragons</li></ul><h3><br>Currently Reading</h3><ul><li>Donglai: Electrify by Saul Griffith. It has an interesting take on our future path to carbon neutral.&nbsp;<br>Kiera: I started reading the Foundation book series by Isaac Asimov, and I am currently on the 3rd one.</li></ul><h3><br>Advice to Students</h3><ul><li>Donglai: Go explore the campus or the world outside your department and lab. There’s a lot to see and a lot to gain–a lot of opportunities that you would not get otherwise, even money to support travels and other great things. Be open-minded and talk to people and reach out.</li><li>Kiera: It can be a little bit scary when you come to Georgia Tech because we are all top students; however, everyone is a friend. The moment you start a conversation with someone, you learn a lot from them. That’s what I love about Georgia Tech. It’s a very supportive place. Just talk to anyone you meet on campus, get to know people, and make friends.<br><br>&nbsp;</li></ul>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1719582939</created>  <gmt_created>2024-06-28 13:55:39</gmt_created>  <changed>1722959257</changed>  <gmt_changed>2024-08-06 15:47:37</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[In Spring 2024, Kiera Tran and Donglai Yang were elected the president and executive vice president of the Graduate Student Government Association. We followed up with them to get the scoop on their interests outside of academics.]]></teaser>  <type>news</type>  <sentence><![CDATA[In Spring 2024, Kiera Tran and Donglai Yang were elected the president and executive vice president of the Graduate Student Government Association. We followed up with them to get the scoop on their interests outside of academics.]]></sentence>  <summary><![CDATA[<p>In Spring 2024, Kiera Tran and Donglai Yang were elected the president and executive vice president of the Graduate Student Government Association. We followed up with them to get the scoop on their interests outside of academics.</p>]]></summary>  <dateline>2024-06-28T00:00:00-04:00</dateline>  <iso_dateline>2024-06-28T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-06-28 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674264</item>      </media>  <hg_media>          <item>          <nid>674264</nid>          <type>image</type>          <title><![CDATA[Donglai Yang and Kiera Tran]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[GradSGA_2024.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/06/28/GradSGA_2024.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/06/28/GradSGA_2024.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/06/28/GradSGA_2024.jpg?itok=wlz65eHj]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Donglai Yang and Kiera Tran]]></image_alt>                    <created>1719583048</created>          <gmt_created>2024-06-28 13:57:28</gmt_created>          <changed>1719583048</changed>          <gmt_changed>2024-06-28 13:57:28</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="134"><![CDATA[Student and Faculty]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="134"><![CDATA[Student and Faculty]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="673435">  <title><![CDATA[Postdocs Share Lessons Learned Throughout Academic Journey]]></title>  <uid>36249</uid>  <body><![CDATA[<p>The experiences of those who have overcome barriers and unexpected roadblocks can serve as guiding beacons as you navigate your own academic journey. Georgia Tech postdoctoral scholars (postdocs), Avery Davis Bell, Ida Su, and Nicole Hellessey share how they navigated different challenges during their educational career and how these experiences have shaped their perspectives on life and work.&nbsp;</p><h2>Prioritize Your Well-Being: Avery Davis Bell Makes Work-Life Work for Her</h2><p>“I developed a repetitive strain injury in my wrist, which was debilitating, and I took it on as a second part-time job,” said Avery Davis Bell, postdoc in the College of Sciences. “I needed to figure out how to make my work life work for me instead of fixing the body I have.”&nbsp;</p><p>Bell decided she had to be open with her prospective postdoc advisor about her injury. She let them know from the beginning that she was not going to work based on hours. When Bell explained her situation and her emphasis on protecting her health, she was met with support from everyone. She learned that, at the end of the day, what mattered was doing good work and not how many hours it took to get there.&nbsp;</p><p>Bell’s injury turned into a valuable lesson she imparts to students.&nbsp;</p><blockquote><p>If you have interest in science, you can make it work for you,” said Bell. “You do not have to adapt to the prevailing model. Science is better for having you in it.</p></blockquote><h2>Advocate for Yourself: Ida Su Navigates Cultural and Communication Challenges</h2><p>During her Ph.D. qualifying exams, Ida Su, postdoc in the College of Engineering, encountered challenges due to her hearing disability and language barrier as an international student from Taiwan.&nbsp;</p><p>“I could see their lips moving, but I couldn’t hear what they were saying clearly,” said Su. “I didn’t have the courage to speak up for myself.”&nbsp;</p><p>At that time, Su felt hopeless. With support and encouragement from her Ph.D. advisor and her Ph.D. advisory committee, however, Su sought medical help for her hearing disability and her communication improved.&nbsp;</p><p>As Su progressed in her studies, navigating the differences between Eastern and Western cultures still proved difficult.&nbsp;</p><p>“I tend to be very shy. I tend to let people, especially senior people, tell me what to do and make decisions for me,” said Su. “Because of these cultural differences, the initial stage of my Ph.D. study was kind of rough.”&nbsp;</p><p>Observing these dynamics, Su’s Ph.D. advisor explained the differences between the cultures. They encouraged her to start speaking up for herself.&nbsp;</p><p>“Because of their advice, I was able to choose my postdoc advisor based on my research interests, and I was able to follow my passion,” said Su.&nbsp;</p><h2>A Nonlinear Journey is OK: Nicole Hellessey Navigates Parenthood and Career Choices</h2><p>“When I finished my bachelor’s degree, I took 18 months off because I was unexpectedly pregnant,” said Nicole Hellessey, postdoc in the College of Sciences.&nbsp;</p><p>Hellessey spent the next 18 months after graduation reviewing her options and deciding if she should get a job or go back into academia and research.</p><p>“I was talking to a friend who was going back to university themselves, and they said, ‘You should do it. Who cares? You will make it work,’” said Hellessey. “I went back and did my master’s and go a job in the salmon industry afterwards.”&nbsp;</p><p>Hellessey worked in the industry for two years before deciding to obtain her Ph.D., and eventually a postdoc.&nbsp;</p><p><br><strong>These postdocs’ experiences are a reminder that your journey is your own, and success does not follow a set path. Evaluate what matters to you, and find support in family, friends, peers, and mentors.&nbsp;</strong></p><p><br><em>The Postdoc Visibility Project is a collaboration between the Office of Graduate Education and Postdoctoral Services, the School of Chemistry and Biochemistry, and Tech’s postdocs. Our goal is to highlight the contributions of postdocs to the research enterprise, humanize the postdoc experience, and connect postdocs to each other. To achieve this, we will share three spotlight articles and accompanying video interviews throughout the Spring 2024 semester. This is the second installment of the Project. View the first spotlight article and video, “Myth vs. Reality: Essential Facts to Know about Postdocs.”&nbsp;</em></p><p><em>This work is supported in part by the National Sciences Foundation Mathematical and Physical Sciences divisions ASCEND program under grant award number CHE-2138107. &nbsp;</em></p><p><em>Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.</em></p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1709935077</created>  <gmt_created>2024-03-08 21:57:57</gmt_created>  <changed>1721922553</changed>  <gmt_changed>2024-07-25 15:49:13</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech postdoctoral scholars (postdocs), Avery Davis Bell, Ida Su, and Nicole Hellessey share how they navigated different challenges during their educational career and how these experiences have shaped their perspectives on life and work. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech postdoctoral scholars (postdocs), Avery Davis Bell, Ida Su, and Nicole Hellessey share how they navigated different challenges during their educational career and how these experiences have shaped their perspectives on life and work. ]]></sentence>  <summary><![CDATA[<p>Georgia Tech postdoctoral scholars (postdocs), Avery Davis Bell, Ida Su, and Nicole Hellessey share how they navigated different challenges during their educational career and how these experiences have shaped their perspectives on life and work.&nbsp;</p>]]></summary>  <dateline>2024-03-08T00:00:00-05:00</dateline>  <iso_dateline>2024-03-08T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-03-08 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673352</item>          <item>673428</item>      </media>  <hg_media>          <item>          <nid>673352</nid>          <type>image</type>          <title><![CDATA[Avery.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Avery.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/03/08/Avery.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/03/08/Avery.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/03/08/Avery.jpg?itok=7rfyp4fV]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photo of Avery Davis Bell]]></image_alt>                    <created>1709935061</created>          <gmt_created>2024-03-08 21:57:41</gmt_created>          <changed>1709935038</changed>          <gmt_changed>2024-03-08 21:57:18</gmt_changed>      </item>          <item>          <nid>673428</nid>          <type>video</type>          <title><![CDATA[youtube]]></title>          <body><![CDATA[]]></body>                      <youtube_id><![CDATA[ekumd2uAym4]]></youtube_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <vimeo_id><![CDATA[]]></vimeo_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <video_url><![CDATA[https://youtu.be/ekumd2uAym4]]></video_url>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>                    <created>1710776595</created>          <gmt_created>2024-03-18 15:43:15</gmt_created>          <changed>1716321495</changed>          <gmt_changed>2024-05-21 19:58:15</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="192249"><![CDATA[cos-community]]></keyword>          <keyword tid="191866"><![CDATA[C-PIES]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="672923">  <title><![CDATA[Myth vs. Reality: Essential Facts to Know About Postdocs]]></title>  <uid>36249</uid>  <body><![CDATA[<p><em>Dive into the world of postdocs with our spotlight video interviews featuring Sam Gowland, Avery Davis Bell, Zita Hüsing, Ida Su, and Nicole Hellessey as they share their unique experiences and insights on what it truly means to be a postdoc.</em></p><p>At any given time, Georgia Tech has 350 to 400 postdoctoral scholars (postdocs) making valuable contributions to research across the globe, with most right here on our Atlanta campus engaged in research, mentorship, and teaching.<br> &nbsp;<br>Postdocs push the boundaries of what is possible in a variety of fields. However, despite their significant role in academic institutions, there are many misconceptions surrounding the role of a postdoc.</p><p>Daniel Vallejo, postdoctoral scholar at Tech, and Karena Nguyen, assistant director in the Office of Postdoctoral Services, weigh in on common myths about postdocs versus reality.</p><h2>Myth #1: Postdocs are "super" grad students.&nbsp;</h2><p>Reality: Graduate students undergo structured training and coursework, with the end goal of producing a thesis or dissertation. Graduate students primarily dedicate their effort towards degree completion under the guidance of their academic supervisor and dissertation committee.<br> <br>In contrast, the National Postdoctoral Association defines postdocs as “individuals in a defined period of mentored training following the achievement of their terminal degrees,” typically a Ph.D. Therefore, postdocs operate at a different level of independence and have a variety of roles and goals. For example, postdocs may initiate and lead research projects, teach courses, mentor undergraduate and graduate students, secure funding through fellowship applications, and collaborate with other experts in addition to publishing research.</p><h2>Myth #2: Only STEM fields have postdocs.&nbsp;</h2><p>Reality: Postdoctoral positions exist in many fields, including science, technology, engineering, mathematics (STEM), humanities, and social sciences. At Tech, postdocs work in all six colleges and a number of research centers.</p><h2>Myth #3: Postdocs only conduct research.&nbsp;</h2><p>Reality: The role of a postdoc extends far beyond research. Postdocs at Tech actively engage in mentorship, shaping the next generation of scholars. Tech postdocs can also be found in the classroom teaching undergraduate students. Postdocs also tend to be very active outside their official duties, and often can be found volunteering to provide academic or community service.</p><h2>Myth #4: Postdocs only become faculty members.&nbsp;</h2><p>Reality: While becoming a faculty member is a viable and commonly pursued career path, a postdoctoral position provides additional training that opens doors to a multitude of career fields. Postdocs can find opportunities in academia, industry, government, or nonprofit organizations, and the postdoc experience is often pivotal for transitioning into these exciting careers.</p><h2>Myth #5: Being a postdoc isn't a "real" job.&nbsp;</h2><p>Reality: Postdoctoral positions are temporary and provide additional training for individuals to pursue a desired career path. It is an enriching employment opportunity and allows individuals to apply the skills honed during their Ph.D. to different fields or broaden their skillset through internal, domestic, and international collaborations. There are opportunities for creativity, exploration, growth, and independence.</p><p>&nbsp;</p><p><em>The Postdoc Visibility Project is a collaboration between the Office of Graduate Education and Postdoctoral Services, the Department of Chemistry and Biochemistry, and Tech’s postdocs. Our goal is to highlight the contributions of postdocs to the research enterprise, humanize the postdoc experience, and connect postdocs to each other. To achieve this, we will share three spotlight articles and accompanying video interviews throughout the Spring 2024 semester.</em></p><p><em>This work is supported in part by the National Sciences Foundation Mathematical and Physical Sciences divisions ASCEND program under grant award number CHE-2138107.&nbsp;</em></p><p><em>Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.</em></p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1707853579</created>  <gmt_created>2024-02-13 19:46:19</gmt_created>  <changed>1721922542</changed>  <gmt_changed>2024-07-25 15:49:02</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Postdocs push the boundaries of what is possible in a variety of fields. However, despite their significant role in academic institutions, there are many misconceptions surrounding the role of a postdoc.]]></teaser>  <type>news</type>  <sentence><![CDATA[Postdocs push the boundaries of what is possible in a variety of fields. However, despite their significant role in academic institutions, there are many misconceptions surrounding the role of a postdoc.]]></sentence>  <summary><![CDATA[<p>Postdocs push the boundaries of what is possible in a variety of fields. However, despite their significant role in academic institutions, there are many misconceptions surrounding the role of a postdoc.</p>]]></summary>  <dateline>2024-02-13T00:00:00-05:00</dateline>  <iso_dateline>2024-02-13T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-02-13 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673127</item>          <item>673122</item>      </media>  <hg_media>          <item>          <nid>673127</nid>          <type>image</type>          <title><![CDATA[Ida1.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Ida1.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/02/16/Ida1.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/02/16/Ida1.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/02/16/Ida1.jpg?itok=9XMTuOZK]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photo of Ida]]></image_alt>                    <created>1708107135</created>          <gmt_created>2024-02-16 18:12:15</gmt_created>          <changed>1708107057</changed>          <gmt_changed>2024-02-16 18:10:57</gmt_changed>      </item>          <item>          <nid>673122</nid>          <type>video</type>          <title><![CDATA[youtube]]></title>          <body><![CDATA[]]></body>                      <youtube_id><![CDATA[tPmPQrNE3Pw]]></youtube_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <vimeo_id><![CDATA[]]></vimeo_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <video_url><![CDATA[https://youtu.be/tPmPQrNE3Pw]]></video_url>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>                    <created>1708100362</created>          <gmt_created>2024-02-16 16:19:22</gmt_created>          <changed>1716321468</changed>          <gmt_changed>2024-05-21 19:57:48</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>          <keyword tid="192249"><![CDATA[cos-community]]></keyword>          <keyword tid="191866"><![CDATA[C-PIES]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674181">  <title><![CDATA[Celebrating the Postdoc Community]]></title>  <uid>36249</uid>  <body><![CDATA[<p>In the Postdoc Visibility Project, we spotlight the journeys and experiences of our postdoctoral scholars (postdocs) at Georgia Tech. As we delve deeper into the postdoc community, we turn our focus to a vital aspect: gratitude and acknowledgement within this dynamic cohort.&nbsp;</p><p>We asked our postdocs whom they would like to extend their thanks. Their responses revealed the profound impact of collaboration, mentorship, and peer support.&nbsp;</p><h2>Avery Davis Bell, Postdoc in the School of Biological Sciences</h2><p>Bell expresses deep gratitude to her mentor, Dr. Annalise Paaby, highlighting her as a profoundly creative and rigorous scientific thinker. Bell admires Paaby as one of the most supportive mentors she has encountered, emphasizing her dedication to her students and postdoctoral fellows, going above and beyond to support their growth and success.&nbsp;</p><p>Additionally, Bell extends thanks to her family, recognizing their crucial role in supporting her career endeavors. She acknowledges her husband and child for their flexibility and her mother for assisting with childcare on busy days, enabling Bell to focus on her experiments and research work.&nbsp;</p><p>Bell emphasizes the importance of a supportive community, mentioning the graduate students in her lab and the broader research faculty and postdoc communities at Georgia Tech. These communities provide crucial support, combat feelings of isolation, and fostering collaborative exchanges that are vital for academic and personal wellbeing.&nbsp;</p><h2>Nicole Hellessey, Postdoc in the Ocean Science &amp; Engineering Department</h2><p>Hellessey extends heartfelt thanks to her professor, Marc Weissburg, whose mentorship and support were instrumental in her postdoc placement at Georgia Tech.&nbsp;</p><p>“Without him, I would not have had a postdoc,” said Hellessey, “I would not have come to Georgia Tech or had any of the opportunities I have had here.”&nbsp;</p><p>Hellessey also extends a “massive shout out” to all the Ph.D. students in the Kubanek Lab and Hay Lab, recognizing their exceptional support and assistance. She highlights their role in ensuring that she didn’t feel lost along the way, emphasizing the importance of their presence in navigating the intricacies of research and academia.&nbsp;</p><p>Lastly, Hellessey expresses her appreciation for the camaraderie and friendship she has found among fellow postdocs across various departments at Georgia Tech.&nbsp;</p><h2>Zita Hüsing, Postdoc in the School of Literature, Media, and Communication</h2><p>Hüsing thanks those who have supported her throughout her academic journey. She acknowledges the steadfast encouragement of her partner, family, and friends, whose support has been crucial during challenging times.&nbsp;</p><p>Hüsing extends her appreciation to her dissertation committee at Louisiana State University, including Dr. Brannon Costello, Dr. Chris Barrett, Dr. Carl Freedman, and Dr. Katherine Henninger, for their guidance and contributions to her academic development.&nbsp;</p><p>She also thanks her directors in the Writing and Communication program at Georgia Tech, Dr. Melissa Ianetta and Dr. Andy Frazee, for their support and mentorship, contributing to her professional growth and success.&nbsp;</p><h2>Ida Su, Postdoc in the Department of Biomedical Engineering</h2><p>Su’s journey through academia has been shaped by a network of support and mentorship. Reflecting on her path, Su emphasizes the impact of familial encouragement.&nbsp;</p><p>“Without their support,” said Su, “I would not have overcome the challenges throughout my Ph.D., and now postdoc, journey.”&nbsp;</p><p>Su credits her current postdoc advisor, Dr. Gabe Kwong, for providing invaluable guidance and opportunities for growth. From research methodologies to grant writing and mentoring, Dr. Kwong’s mentorship has pushed Su beyond her comfort zone, enabling her to achieve remarkable milestones such as the prestigious K99 Pathway to Independence award from the National Institutes of Health.&nbsp;</p><p>Additionally, Su acknowledges the invaluable contributions of her collaborators, including Dr. Madhav Dhodapkar, Dr. Philip Santangelo, and Dr. Rafi Ahmed, whose mentorship and advice were pivotal in assembling the K99 application and publishing high-quality research papers. &nbsp;&nbsp;</p><p>Su also expresses gratitude towards her Ph.D. advisory committees, particularly highlighting Dr. Patrick Stayton and Dr. Daniel Ratner, along with Dr. Suzie Pun, for their continuous support, guidance, and encouragement throughout her academic endeavors. Their mentorship extended beyond research projects to helping her navigate challenges faced during graduate school and steering her towards a career path aligned with her aspirations.&nbsp;</p><p>Lastly, Su acknowledges the support and camaraderie of her postdoc friends, whose shared experiences and encouragement have been a source of strength during the highs and lows of postdoc research life.&nbsp;<br><br><em>The Postdoc Visibility Project is a collaboration between the Office of Graduate Education and Postdoctoral Services, the School of Chemistry and Biochemistry, and Tech’s postdocs. Our goal is to highlight the contributions of postdocs to the research enterprise, humanize the postdoc experience, and connect postdocs to each other. To achieve this, we will share three spotlight articles and accompanying video interviews throughout the Spring 2024 semester. This is the third installment of the Project.&nbsp;</em></p><p><br><em>This work is supported in part by the National Sciences Foundation Mathematical and Physical Sciences divisions ASCEND program under grant award number CHE-2138107. &nbsp;</em></p><p><em>Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.</em><br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1713191063</created>  <gmt_created>2024-04-15 14:24:23</gmt_created>  <changed>1721922530</changed>  <gmt_changed>2024-07-25 15:48:50</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[We asked our postdocs whom they would like to extend their thanks. Their responses revealed the profound impact of collaboration, mentorship, and peer support. ]]></teaser>  <type>news</type>  <sentence><![CDATA[We asked our postdocs whom they would like to extend their thanks. Their responses revealed the profound impact of collaboration, mentorship, and peer support. ]]></sentence>  <summary><![CDATA[<p>We asked our postdocs whom they would like to extend their thanks. Their responses revealed the profound impact of collaboration, mentorship, and peer support.&nbsp;</p>]]></summary>  <dateline>2024-04-15T00:00:00-04:00</dateline>  <iso_dateline>2024-04-15T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-04-15 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673705</item>          <item>673740</item>      </media>  <hg_media>          <item>          <nid>673705</nid>          <type>image</type>          <title><![CDATA[Postdoc Community]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Postdoc-Community.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/04/15/Postdoc-Community.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/04/15/Postdoc-Community.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/04/15/Postdoc-Community.jpg?itok=1HfieUyA]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Group of postdocs at a picnic]]></image_alt>                    <created>1713191437</created>          <gmt_created>2024-04-15 14:30:37</gmt_created>          <changed>1713191437</changed>          <gmt_changed>2024-04-15 14:30:37</gmt_changed>      </item>          <item>          <nid>673740</nid>          <type>video</type>          <title><![CDATA[youtube]]></title>          <body><![CDATA[]]></body>                      <youtube_id><![CDATA[XiFno4XaRKM]]></youtube_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <vimeo_id><![CDATA[]]></vimeo_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <video_url><![CDATA[https://youtu.be/XiFno4XaRKM]]></video_url>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>                    <created>1713372204</created>          <gmt_created>2024-04-17 16:43:24</gmt_created>          <changed>1716321532</changed>          <gmt_changed>2024-05-21 19:58:52</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/postdocs-share-lessons-learned-throughout-academic-journey]]></url>        <title><![CDATA[Postdoc Visibility Project, Chapter Two: Postdocs Share Lessons Learned Throughout Academic Journey]]></title>      </link>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/myth-vs-reality-essential-facts-know-about-postdocs]]></url>        <title><![CDATA[Postdoc Visibility Project, Chapter One: Myth vs. Reality: Essential Facts to Know About Postdocs]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="42901"><![CDATA[Community]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="42901"><![CDATA[Community]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="192249"><![CDATA[cos-community]]></keyword>          <keyword tid="193266"><![CDATA[cos-research]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674689">  <title><![CDATA[Meet the Women Leading Postdoctoral Education at Tech]]></title>  <uid>36249</uid>  <body><![CDATA[<h2>Bonnie Ferri, vice provost for Graduate and Postdoctoral Education and professor in the School of Electrical and Computer Engineering</h2><p>Bonnie Ferri has been a trailblazer at Georgia Tech since the day she stepped on the historic campus. After earning a bachelor’s in electrical engineering from the University of Notre Dame, and a master’s in mechanical and aerospace engineering from Princeton University, Ferri came to Tech to earn a Ph.D. in electrical engineering. &nbsp;</p><p>In 1988, Ferri made history as the first woman to graduate from the program with a Ph.D. She quickly made history again as Tech welcomed her as the first woman faculty member in the school, paving the way for future generations.&nbsp;</p><p>In her role as a faculty member, Ferri primarily conducted research and taught classes, but she wanted to do more to give back to students, faculty, and the wider Georgia Tech community. Ferri showed leadership promise in her role as chair on a faculty committee, which catapulted her career into the administrative side of higher education.&nbsp;</p><p>“I was invited to participate in leadership training, and I took to heart everything I learned and applied it to the position I was in, and it helped me to be more effective,” said Ferri. “As I became more effective, I found that I could have more impact. The contributions I can make in these roles are what has driven me more than anything.” &nbsp;</p><p>Ferri has now been with Tech for nearly 35 years in a variety of leadership roles. She is currently the vice provost for the Office of Graduate and Postdoctoral Education and led the reorganization from the Office from Graduate Education and Faculty to Development to the emphasis on postdoctoral education.&nbsp;</p><blockquote><p>Postdoctoral scholars are an integral part of our ecosystem at Georgia Tech,” said Ferri. “They give back to the university in terms of their research and teaching. Georgia Tech has a responsibility of giving a great deal back to them, including fitting into the Georgia Tech mission, which is to develop leaders who advance technology and improve the human condition.</p></blockquote><h2>Jana Stone, assistant vice provost for professional development and director of postdoctoral services in Graduate and Postdoctoral Education&nbsp;</h2><p>“What are you going to do next?” This question can be difficult for postdoctoral scholars to answer, but for Jana Stone, she realized she could take this question and make her career out of it. &nbsp;</p><p>Stone earned her Ph.D. from the University of North Carolina in genetics and molecular biology. She went on to conduct postdoctoral research at the National Institute of Environmental Health Sciences, which is part of the National Institutes of Health.&nbsp;</p><p>During her time as a postdoc, Stone found herself volunteering to help organize career symposiums and with other committees.&nbsp;</p><p>&nbsp;“I started to realize that I might be a good fit for an academic administration position,” said Stone. “I really wanted to help people like me who were struggling to figure out what their career trajectory could look like.”&nbsp;</p><p>Armed with this realization, she accepted a position at Duke University where she coordinated professional development and outreach programs at a systems biology research center. After the funding for the research center ended, Stone found herself back on the job market.&nbsp;</p><p>Meanwhile, Georgia Tech was searching for the right person who could help build the postdoctoral office from the ground up. Stone saw the posting for a program manager at Tech, and she leaped at the opportunity.&nbsp;</p><p>As the inaugural director for the newly minted office, Stone’s first mission was naming the office and figuring out what core services they were going to offer. They settled on the Office of Postdoctoral Services with a focus on providing professional development programming, community building activities, and advocacy for the needs of postdocs.&nbsp;</p><p>Fast forward 10 years, and those are still the office’s core tenets. &nbsp;</p><p>“I really like that with my role, I have the opportunity to advocate on behalf of a population that sometimes can feel invisible and also has distinct needs,” said Stone. “Postdocs are here to get more training. They’re here for a limited amount of time. They’re not faculty, and they’re not students, and they’re not staff. They are their own special population. They really need some dedicated work to look out for them, and it is my privilege to continue to do that every day.”</p><p>During her time at Tech, Stone has been able to advocate for higher salaries, improve access to professional development resources, and help postdocs navigate whatever struggle they are facing, to name a few.&nbsp;</p><p>“I find it very rewarding to be able to see the impacts that we have had on campus,” said Stone. “There are so many people on campus who are supportive of postdocs and willing to work with us, and I am super appreciative of them.”&nbsp;</p><h2>Karena Nguyen, assistant director of postdoctoral services in the Office of the Vice Provost for Graduate and Postdoctoral Education&nbsp;</h2><p>Before coming to Tech, Nguyen was a disease ecologist and environmental microbiologist with experience conducting lab and field-based research both domestically and internationally. Her research focused on waterborne pathogens and the effects of climate change on disease transmission. Nguyen earned a Ph.D. in integrative biology from the University of South Florida and a B.S. in ecology and evolution from Saint Louis University. She also completed a postdoctoral fellowship with the Fellowships in Research and Science Teaching program at Emory University, which included creating and teaching a parasitology and disease ecology course at Morehouse College.&nbsp;</p><p>While at Emory, Nguyen revitalized the postdoctoral association and was a representative on Emory’s Diversity, Equity, and Inclusion Strategic Planning Initiative. These service opportunities sparked a desire to find a career where she could continue supporting postdocs and building inclusive environments for their professional development.&nbsp;</p><p>As her postdoctoral fellowship was coming to a close, Nguyen considered positions inside and outside academia. She discovered that Georgia Tech was hiring for the assistant director of postdoctoral services at Georgia Tech.&nbsp;</p><p>“It was the perfect fit for my skills, values, and interests,” said Nguyen. “I applied because it would give me the ability to teach, mentor, and advocate for postdocs.”</p><p>Nguyen was chosen for the role and has been in the position since 2021.&nbsp;</p><p>“My goal as an administrator is to create an environment where postdocs feel supported holistically,” said Nguyen. “I want postdocs to feel like they have a community of peers and the space to develop as independent researchers and future leaders.”</p><p>Nguyen also strives to develop and facilitate career and professional development workshops that empower postdocs to choose a career trajectory that works for them. She also believes that postdocs should have fun, so she organizes social events for that purpose.&nbsp;</p><p><br><em>The Postdoc Visibility Project is a collaboration between the Office of Graduate Education and Postdoctoral Services, the School of Chemistry and Biochemistry, and Tech’s postdocs. Our goal is to highlight the contributions of postdocs to the research enterprise, humanize the postdoc experience, and connect postdocs to each other. To achieve this, we will share three spotlight articles and accompanying video interviews throughout the Spring 2024 semester. This is the fourth installment of the Project.&nbsp;</em></p><p><em>This work is supported in part by the National Sciences Foundation Mathematical and Physical Sciences divisions ASCEND program under grant award number CHE-2138107. &nbsp;</em></p><p><em>Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.</em><br>&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1715612100</created>  <gmt_created>2024-05-13 14:55:00</gmt_created>  <changed>1721922518</changed>  <gmt_changed>2024-07-25 15:48:38</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Three pioneering women at Georgia Tech who lead postdoctoral education and highlighting their impactful contributions and dedication to supporting postdoctoral scholars.]]></teaser>  <type>news</type>  <sentence><![CDATA[Three pioneering women at Georgia Tech who lead postdoctoral education and highlighting their impactful contributions and dedication to supporting postdoctoral scholars.]]></sentence>  <summary><![CDATA[<p>Three pioneering women at Georgia Tech who lead postdoctoral education and highlighting their impactful contributions and dedication to supporting postdoctoral scholars.</p>]]></summary>  <dateline>2024-05-13T00:00:00-04:00</dateline>  <iso_dateline>2024-05-13T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-05-13 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673987</item>          <item>674053</item>      </media>  <hg_media>          <item>          <nid>673987</nid>          <type>image</type>          <title><![CDATA[Left to right: Jana Stone, Karena Nguyen, Bonnie Ferri]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[DSC_5334.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/05/13/DSC_5334.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/05/13/DSC_5334.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/05/13/DSC_5334.jpeg?itok=iB1iH76W]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Jana Stone, Karena Nguyen, Bonnie Ferri]]></image_alt>                    <created>1715612110</created>          <gmt_created>2024-05-13 14:55:10</gmt_created>          <changed>1715612110</changed>          <gmt_changed>2024-05-13 14:55:10</gmt_changed>      </item>          <item>          <nid>674053</nid>          <type>video</type>          <title><![CDATA[Postdoc Visibility Project, Episode 4: Recognition]]></title>          <body><![CDATA[]]></body>                      <youtube_id><![CDATA[5tXDP_OHajc]]></youtube_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <vimeo_id><![CDATA[]]></vimeo_id>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>            <video_url><![CDATA[https://youtu.be/5tXDP_OHajc]]></video_url>            <video_width><![CDATA[]]></video_width>            <video_height><![CDATA[]]></video_height>                    <created>1716321637</created>          <gmt_created>2024-05-21 20:00:37</gmt_created>          <changed>1716321637</changed>          <gmt_changed>2024-05-21 20:00:37</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/myth-vs-reality-essential-facts-know-about-postdocs]]></url>        <title><![CDATA[Myth vs. Reality: Essential Facts to Know about Postdocs]]></title>      </link>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/postdocs-share-lessons-learned-throughout-academic-journey]]></url>        <title><![CDATA[Postdocs Share Lessons Learned throughout Academic Journey]]></title>      </link>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/celebrating-postdoc-community]]></url>        <title><![CDATA[Celebrating the Postdoc Community]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674966">  <title><![CDATA[Shining a Light on Postdocs: Yearlong Project Concludes with Reception ]]></title>  <uid>36249</uid>  <body><![CDATA[<p>The Postdoc Visibility Project emerged from a desire to increase the visibility of a population that is often invisible. What began as a tribute to Georgia Tech’s postdoctoral scholars during National Postdoc Appreciation Week last September quickly grew to a yearlong initiative. &nbsp;</p><p>Throughout the Spring 2024 semester, the Postdoc Visibility Project team released four articles and videos highlighting various aspects of postdoctoral life: demystifying what postdoc positions are and are not, facing and overcoming challenges in postdoc life, sharing ways to build a community of peers and mentors to support success, and meeting the women who are leading postdoctoral education at Tech. &nbsp;</p><blockquote><p>Our goal was to highlight the diversity of the postdoc experiences, and I think we achieved that,” said Karena Nguyen, assistant director of Postdoctoral Services. “Many thanks to our postdocs Avery Davis Bell, Sam Gowland, Nicole Hellessey, Zita Hüsing, and Ida Su for sharing their personal stories so openly and honestly with the community. We could not have embarked on this project without them.</p></blockquote><p>The Project concluded with a reception on May 8 where postdocs, staff, and faculty were invited for a luncheon.</p><p>At the reception, Nguyen introduced and thanked the dedicated team behind the project: &nbsp;</p><p>-<strong>Daniel Vallejo</strong>, NSF Postdoctoral Scholar in the Department of Chemistry and Biochemistry, who initiated the idea and led the filming and video editing&nbsp;</p><p>-<strong>Mike Evans</strong>, Teaching Faculty in the Department of Chemistry and Biochemistry, who provided support on video editing and storyboarding&nbsp;</p><p>-<strong>Sara Franc</strong>, Communications Officer in the Office of Graduate and Postdoctoral Education, who led article development and social media campaigns&nbsp;</p><p>-<strong>Brittani Hill</strong>, Marketing and Communications Manager in the Office of Graduate and Postdoctoral Education, who provided support on storyboarding and facilitated internal and external communications</p><p>-<strong>Casey Hendricks</strong>, Program Support Coordinator in the Office of Graduate and Postdoctoral Education, who provided support on event planning and organizing &nbsp;</p><p>Nguyen concluded the event by expressing gratitude to all staff, faculty, and postdocs who contributed to the project and engaged with the Office of Postdoctoral Services. Special thanks were extended to the library staff who provided space and guidance on the filming and editing process. &nbsp;</p><p>The articles and videos from the Postdoc Visibility Project can be viewed in the “News” section of the Georgia Tech postdoctoral website at <a href="https://postdocs.gatech.edu/news">postdocs.gatech.edu</a>. &nbsp;</p><p><em>Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.</em></p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1717423174</created>  <gmt_created>2024-06-03 13:59:34</gmt_created>  <changed>1721922477</changed>  <gmt_changed>2024-07-25 15:47:57</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The Postdoc Visibility Project concluded with a reception on May 8 where postdocs, staff, and faculty were invited for a luncheon. ]]></teaser>  <type>news</type>  <sentence><![CDATA[The Postdoc Visibility Project concluded with a reception on May 8 where postdocs, staff, and faculty were invited for a luncheon. ]]></sentence>  <summary><![CDATA[<p>The Postdoc Visibility Project emerged from a desire to increase the visibility of a population that is often invisible. What began as a tribute to Georgia Tech’s postdoctoral scholars during National Postdoc Appreciation Week last September quickly grew to a yearlong initiative. The Project concluded with a reception on May 8 where postdocs, staff, and faculty were invited for a luncheon.</p>]]></summary>  <dateline>2024-06-03T00:00:00-04:00</dateline>  <iso_dateline>2024-06-03T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-06-03 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><strong>Sara Franc</strong><br>Communications Officer<br>Office of Graduate and Postdoctoral Education<br>sara.franc@gatech.edu</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674121</item>      </media>  <hg_media>          <item>          <nid>674121</nid>          <type>image</type>          <title><![CDATA[Postdoc Reception Recap]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Postdoc-Reception-Collage.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/06/03/Postdoc-Reception-Collage.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/06/03/Postdoc-Reception-Collage.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/06/03/Postdoc-Reception-Collage.jpg?itok=61bHgC4A]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Postdoc Reception Recap]]></image_alt>                    <created>1717423184</created>          <gmt_created>2024-06-03 13:59:44</gmt_created>          <changed>1717423184</changed>          <gmt_changed>2024-06-03 13:59:44</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/meet-women-leading-postdoctoral-education-tech]]></url>        <title><![CDATA[Meet the Women Leading Postdoctoral Education at Tech]]></title>      </link>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/celebrating-postdoc-community]]></url>        <title><![CDATA[Celebrating the Postdoc Community]]></title>      </link>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/postdocs-share-lessons-learned-throughout-academic-journey]]></url>        <title><![CDATA[Postdocs Share Lessons Learned Throughout Academic Journey]]></title>      </link>          <link>        <url><![CDATA[https://postdocs.gatech.edu/news/myth-vs-reality-essential-facts-know-about-postdocs]]></url>        <title><![CDATA[Myth vs. Reality: Essential Facts to Know About Postdocs]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674978">  <title><![CDATA[One Grad Student’s Guide to Atlanta’s Boba Scene]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Mo Jarin, Ph.D. student in environmental engineering, came to Atlanta from Buffalo, New York, in 2020. Amid the pandemic, finding fun things to do in a new city was tough. &nbsp;</p><p>“There was nothing to do other than drive around looking for boba,” said Jarin.</p><p>Jarin developed her own boba rating system and came up with her top five boba gems in the Atlanta area. She evaluated 14 boba establishments to identify her top five favorites.</p><p>“I will preface by saying these ratings are my personal opinions, and everyone enjoys different things,” said Jarin. “There are also a million different toppings anyone can add to each drink to make it their own; it’s literally limitless, and we love that.”</p><h2>Methodology</h2><p>“I always try to rate the places first on a classic milk tea option with low to no sugar, so I can taste the tea and whether it’s bitter, flavorful, or of quality, or if the sugar is making up for the low quality of the tea,” said Jarin.</p><p>Jarin also considered in the ambiance and cost into her ratings. &nbsp;</p><p>“With inflation, boba no longer costs less than $5,” said Jarin. “My top five list is inevitably some of the most costly places.”</p><h2>Jarin’s Top 5 Boba Recommendations</h2><h2>&nbsp;</h2><ol><li><h3>Tan-Cha&nbsp;<br>Rating: 9.2 out of 10<br>Cost: $$</h3><p>5677 Buford Hwy NE Suite 101<br>Doraville, GA 30340</p><p><strong>Jarin’s Menu Recommendation:</strong><br>-Oolong milk tea with tiramisu foam (tiramisu lovers dream)<br>-Uji matcha with matcha foam (matcha heaven)<br>-Messy taro latte (the most genuine taro drink in the city)</p></li><li><h3>4.0 Ice Cream and Drinks<br>Rating: 9.1 out of 10<br>Cost: $$</h3><p><br>6035 Peachtree Rd. Suite A201&nbsp;<br>Doraville, GA, 30360</p><p><strong>Jarin’s Menu Recommendation:&nbsp;</strong><br>-Mango sago slush (forever my favorite, I will die on this hill)<br>-Mochi black sesame (underrated)<br>-Peach/fruity anything (they incorporate a lot of fruit chunks into the drink)<br>-Great seasonal drinks here as well</p></li><li><h3>Tea Leaf and Creamery<br>Rating: 9.0 out of 10<br>Cost: $</h3><p><br>5091 Buford Hwy NE, #D<br>Doraville, GA, 30340</p><p>“There’s a good variety menu for classics,” said Jarin. “There’s also an excellent seasonal menu for fruit slushies, and they have ice cream and taiyaki for extra sweet cravings.”</p><p><strong>Jarin's Menu Recommendation:</strong><br>-Current favorite is the Handcrafted Coco Mango (sub crystal boba for normal boba)</p><p>According to the Tea Leaf and Creamery website, a Georgia Tech location is coming soon.</p></li><li><h3>Tiger Sugar<br>Rating 8.9 out of 10<br>Cost: $</h3><p><br>6035 Peachtree Rd. #216<br>Atlanta, GA 30360</p><p><strong>Jarin’s Menu Recommendation:</strong><br>-Signature with baby boba (I like mini pearls)</p></li><li><h3>Tea Top<br>Rating: 8.5 out of 10<br>Cost: $$</h3><p>6035 Peachtree Rd. Suite A-117<br>Doraville GA, 30360</p><p><strong>Jarin’s Menu Recommendation</strong><br>-Signature green milk tea</p></li></ol>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1717435259</created>  <gmt_created>2024-06-03 17:20:59</gmt_created>  <changed>1717508832</changed>  <gmt_changed>2024-06-04 13:47:12</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Graduate student Mo Jarin developed her own boba rating system and came up with her top five boba gems in the Atlanta area. She evaluated 14 boba establishments to identify her top five favorites.]]></teaser>  <type>news</type>  <sentence><![CDATA[Graduate student Mo Jarin developed her own boba rating system and came up with her top five boba gems in the Atlanta area. She evaluated 14 boba establishments to identify her top five favorites.]]></sentence>  <summary><![CDATA[<p>Graduate student Mo Jarin developed her own boba rating system and came up with her top five boba gems in the Atlanta area. She evaluated 14 boba establishments to identify her top five favorites.</p>]]></summary>  <dateline>2024-06-03T00:00:00-04:00</dateline>  <iso_dateline>2024-06-03T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-06-03 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a><br>Communications Officer<br>Office of Graduate and Postdoctoral Education<br>&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>674124</item>      </media>  <hg_media>          <item>          <nid>674124</nid>          <type>image</type>          <title><![CDATA[Boba Tea]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[boba.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/06/03/boba.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/06/03/boba.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/06/03/boba.jpeg?itok=k12dnHaZ]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Boba]]></image_alt>                    <created>1717435315</created>          <gmt_created>2024-06-03 17:21:55</gmt_created>          <changed>1717435315</changed>          <gmt_changed>2024-06-03 17:21:55</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674532">  <title><![CDATA[Exploring One Grad Student’s Trailblazing Research Journey]]></title>  <uid>36249</uid>  <body><![CDATA[<p><em>This is part three of the feature on Mo Jarin. Jarin is a Ph.D. student in environmental engineering who expects to graduate in May 2025. See <a href="https://grad.gatech.edu/news/exploring-one-grad-students-trailblazing-research-journey">part one</a> and <a href="https://grad.gatech.edu/news/exploring-one-grad-students-trailblazing-research-journey-0">part two</a>. &nbsp;</em></p><p>Go out and fail. That was what Mo Jarin set out to do as part of a seven-week boot camp she was awarded through the entrepreneurial-focused U.S. National Science Foundation’s Innovation Corps program (NSF I-Corps).&nbsp;</p><h2>Journey through Entrepreneurial Challenges</h2><p>The NSF I-Corps program prepares participants to extend their focus beyond the university laboratory and translate it to the marketplace. Entrepreneurship is a non-traditional career path for researchers, but Jarin wanted to explore the transformation of invention to impact with her lab’s pioneering water disinfection technology.&nbsp;</p><p>“It was the most challenging thing I have ever done,” said Jarin. “I have worked tremendously hard over the last several years, but that was still the most challenging experience I have had.”&nbsp;</p><p>NSF I-Corps participants are supposed to work in teams of three, but amidst the backdrop of a global pandemic in 2021, Jarin navigated the program largely solo. This included conducting over 100 interviews with industry experts and potential consumers all over the country, with the goal of figuring out where her technology could have the most value and impact.&nbsp;</p><p>Conducting these interviews alone made the program tremendously difficult, but a key aspect of this program is that participants must fail.&nbsp;</p><p>“They want you to fail–they push you until you fail,” said Jarin. “In startups, the more failures you have, the closer you’re getting to success.”&nbsp;</p><p>At one point throughout the process, Jarin realized that the market she was focusing on was not going to work out.&nbsp;</p><p>“I needed to do a full pivot, and that was the real low,” said Jarin. “It was one of the lowest points of my doctoral degree dealing with failure over and over again in this program.”</p><h2>Embracing Growth in the Face of Failure</h2><p>Thinking back on that time, Jarin can see how much the program pushed her to grow.&nbsp;</p><p>“The program itself drained me, but the takeaways lasted for years,” said Jarin. “I didn’t know them at the time, but I realized I am more open to failure, more open to pivoting, more open to feedback, criticism, ability to pitch, interview, speak with strangers, present– everything had been opened up so that my growth opportunity was tremendously larger.”&nbsp;</p><p>This experience allowed Jarin to make the most out of her entrepreneurial and doctoral journey. She continues to demonstrate her willingness to take risks and face new challenges during her time at Tech. &nbsp;&nbsp;</p><p>Jarin has gone on to win the CEE Entrepreneurial Impact Prize, CRIDC Innovation Competition, Georgia Research Alliance Phase I Grant, and NSF Partnerships for Innovation Award. She was also part of the inaugural Female Founders cohort at Tech, a CREATE-X initiative to “provide a space for female-led entrepreneurial teams to explore a first business model, engage with an all-female coaching team, interact with successful female entrepreneurs, and receive non-dilutive funding.”</p><h2>Balancing Act: Jarin’s Struggles to Find Balance</h2><p>Between the research and competitions and expos and mentorship, Jarin admits that she has not come to find balance in her doctoral program easily.&nbsp;</p><p>“I don’t want to be one of those people that says, ‘I’ve got everything under control,’” said Jarin. “I think it’s best to be honest and say that we’re all struggling. I think as long as you have interest in what you’re doing, I think you can find a sense of well-being.”&nbsp;</p><p>One of Jarin’s rules is that if an experiment fails twice in one day, she likes to leave the scene and come back the next day.&nbsp;</p><p>“I’ve started getting in the habit of going to Buford Highway as my comfort place,” said Jarin. “I’m a big boba fan, so I like to try to go find good boba outside the city.”</p><h2>The Next Chapter</h2><p>Now in her fourth year at Tech, Jarin is keeping an open mind for her future.&nbsp;</p><p>“I just got accepted as a Future Faculty Fellow in the School of Civil and Environmental Engineering, so I’ll get the opportunity to work with different mentors and in coordination with the Tech to Teaching program,” said Jarin.&nbsp;</p><p>Through Jarin’s experience teaching, she has discovered that she likes working with students. She sees herself pursuing an academic role around leadership, innovation, and entrepreneurship in the future.&nbsp;</p><p>“I enjoy breaking all of the constructs that have been built before me,” said Jarin. “I want to break what a traditional Ph.D. looks like.”&nbsp;</p><p><em>Stay tuned for Jarin’s final feature on boba recommendations around Atlanta.&nbsp;</em><br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1715022408</created>  <gmt_created>2024-05-06 19:06:48</gmt_created>  <changed>1715026787</changed>  <gmt_changed>2024-05-06 20:19:47</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Go out and fail. That was what Mo Jarin set out to do as part of a seven-week boot camp she was awarded through the entrepreneurial-focused U.S. National Science Foundation’s Innovation Corps program (NSF I-Corps). ]]></teaser>  <type>news</type>  <sentence><![CDATA[Go out and fail. That was what Mo Jarin set out to do as part of a seven-week boot camp she was awarded through the entrepreneurial-focused U.S. National Science Foundation’s Innovation Corps program (NSF I-Corps). ]]></sentence>  <summary><![CDATA[<p>Go out and fail. That was what Mo Jarin set out to do as part of a seven-week boot camp she was awarded through the entrepreneurial-focused U.S. National Science Foundation’s Innovation Corps program (NSF I-Corps).&nbsp;</p>]]></summary>  <dateline>2024-04-22T00:00:00-04:00</dateline>  <iso_dateline>2024-04-22T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-04-22 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Follow Mo Jarin’s Quest for Innovation, Entrepreneurship, and Personal Triumphs in the World of Environmental Engineering]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673954</item>      </media>  <hg_media>          <item>          <nid>673954</nid>          <type>image</type>          <title><![CDATA[Mo Jarin presenting at Three Minute Thesis]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[DSC_1814-Enhanced-NR.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/05/06/DSC_1814-Enhanced-NR.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/05/06/DSC_1814-Enhanced-NR.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/05/06/DSC_1814-Enhanced-NR.jpg?itok=riwMw4-j]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Mo Jarin presenting at Three Minute Thesis]]></image_alt>                    <created>1715026259</created>          <gmt_created>2024-05-06 20:10:59</gmt_created>          <changed>1715026259</changed>          <gmt_changed>2024-05-06 20:10:59</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/news/exploring-one-grad-students-trailblazing-research-journey]]></url>        <title><![CDATA[Mo Jarin, Part One]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/exploring-one-grad-students-trailblazing-research-journey-0]]></url>        <title><![CDATA[Mo Jarin, Part Two]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674512">  <title><![CDATA[Marc Ebelhar receives "Putting Students First" Institute Award ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>Marc Ebelhar, graduate student success specialist and academic professional in the Office of Graduate Education, has been named Georgia Tech’s 2024 “Putting Students First Award” recipient. This award recognizes an individual or team, who demonstrates, through specific activities, programs, or other aspects of teaching, commitment to the Institute's value of making students our top priority.&nbsp;</p><p>In his role as graduate student success specialist, he oversees Institute-level orientation and onboarding programs for graduate students that promote student success. These activities include leading Tech’s GT6000 extended orientation program and the Graduate Institute Orientation (GradIO). Beyond this, he meets with graduate students to advise them on overcoming challenges and volunteers as a GT1000 instructor and mentor for undergraduate students.&nbsp;</p><p>In his nomination letter, a student wrote “one of Marc’s gifts is seeing the light in students, reflecting it back to them, and also sharing with them new spaces and people with whom they can shine and reflect that light.” This quote accompanied numerous others from students and staff about Marc’s indelible impact.&nbsp;</p><p>“It is an honor to receive this award. Knowing that there are thousands of faculty and staff members here at the Institute that make students their top priority, this recognition is a highlight of my career,” said Ebelhar. “I’m fortunate to be in a role that allows me to guide and support students as they navigate who they are, what they stand for, and what they aspire to become. A mentor of mine once referred to working in higher education as a privileged responsibility. With that in mind, I seek to find outlets to connect to students in ways that they feel seen and supported. While this is an individual award, this recognition also demonstrates the collective success of the GT6000 program.”&nbsp;</p><p>The GT6000 program that Ebelhar leads was piloted in 2014 and has grown to become a campus tradition, enrolling around 500 first-semester graduate students each fall. The program focuses on topics like working with research advisors, exploring professional development resources, planning academic program milestones, developing resilience, and other broadly applicable topics that provide a foundational “whole person” education critical to student success. Course sections are led by trained graduate student peer mentors providing critical support as students start graduate school. The GT6000 program was created by James Black, director of Student and Academic Affairs, in the Office of Graduate Education.&nbsp;</p><p>“Marc is an incredible asset to the campus community and the Office of Graduate Education,” said Black. “I’m glad to have him as a part of my team to support graduate students. He has positively impacted thousands of students since joining our office two years ago and is incredibly deserving of this award. I look forward to seeing him continue to grow and innovate how we support our graduate students and the graduate education community.”&nbsp;</p><p>Ebelhar holds an Ed.D. in student affairs leadership from the University of Georgia, an M.Ed. in higher education and student affairs from the University of South Carolina, and a B.A. in economics and political science from Bellarmine University. To learn more about the GT6000 program, visit the program website at <a href="https://grad.gatech.edu/gt6000" rel="noreferrer noopener" target="_blank">https://grad.gatech.edu/gt6000</a>.&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1715003076</created>  <gmt_created>2024-05-06 13:44:36</gmt_created>  <changed>1715011545</changed>  <gmt_changed>2024-05-06 16:05:45</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Marc Ebelhar, graduate student success specialist and academic professional in the Office of Graduate Education, has been named Georgia Tech’s 2024 “Putting Students First Award” recipient.]]></teaser>  <type>news</type>  <sentence><![CDATA[Marc Ebelhar, graduate student success specialist and academic professional in the Office of Graduate Education, has been named Georgia Tech’s 2024 “Putting Students First Award” recipient.]]></sentence>  <summary><![CDATA[<p>&nbsp;</p><p>&nbsp;</p>]]></summary>  <dateline>2024-05-05T00:00:00-04:00</dateline>  <iso_dateline>2024-05-05T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-05-05 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673949</item>      </media>  <hg_media>          <item>          <nid>673949</nid>          <type>image</type>          <title><![CDATA[Marc Ebelhar and James Black Institute Awards 2024 ]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[marc and james.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/05/06/marc%20and%20james.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/05/06/marc%20and%20james.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/05/06/marc%2520and%2520james.jpg?itok=jfoc2oyJ]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Marc Ebelhar receives 2024 "Putting Students First" Institute Award ]]></image_alt>                    <created>1715003322</created>          <gmt_created>2024-05-06 13:48:42</gmt_created>          <changed>1715003476</changed>          <gmt_changed>2024-05-06 13:51:16</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674241">  <title><![CDATA[NSF Awards Fellowships to 60 Georgia Tech Graduate Students ]]></title>  <uid>27469</uid>  <body><![CDATA[<p>The National Science Foundation (NSF) has awarded 61 Georgia Tech students with Graduate Research Fellowships (GRF). The fellowships, valued at $159,000 each, include funding for three years of graduate study and tuition.</p><p>This year’s winners represent areas of study ranging from aerospace engineering to ocean sciences. The purpose of the <a href="https://www.nsfgrfp.org/about/about-grfp" rel="noreferrer noopener" target="_blank">GRF initiative</a>, the oldest of NSF’s programs, is to develop experts who will contribute significantly to research, teaching, and innovations in science and engineering. Their awards total more than $9.5 million in funding, the most Georgia Tech has ever had in the program.</p><p>This year’s recipients are:&nbsp;</p><div><ul><li><p>Mihir Natansh Bafna&nbsp;&nbsp;</p></li><li><p>Rebecca Kate Banner&nbsp;</p></li><li><p>Bareesh Bhaduri&nbsp;</p></li><li><p>Jessica A. Bonsu&nbsp;</p></li><li><p>Noah S.S. Campbell&nbsp;</p></li><li><p>Adrian Alfonso Candocia&nbsp;&nbsp;</p></li><li><p>Cailey M Carpenter&nbsp;&nbsp;</p></li><li><p>Katherine Elizabeth Cauffiel&nbsp;&nbsp;</p></li><li><p>Michael John Cho&nbsp;&nbsp;</p></li><li><p>Claudia Chu&nbsp;</p></li><li><p>Eric Anthony Comstock&nbsp;</p></li><li><p>Sarah Deiters&nbsp;</p></li><li><p>Adit Desai&nbsp;</p></li><li><p>Ramy Ghanim&nbsp;</p></li><li><p>Hannah E. Gilbonio&nbsp;</p></li><li><p>Callie L. Goins&nbsp;&nbsp;</p></li></ul></div><div><div><ul><li><p>Ashley Alexus Goodnight&nbsp;</p></li><li><p>Margaret Gordon&nbsp;</p></li><li><p>Jared Nathaniel Grinberg&nbsp;&nbsp;</p></li><li><p>Sean Healy&nbsp;</p></li><li><p>Alec F. Helbling&nbsp;</p></li><li><p>Geoffrey M. Hopping&nbsp;</p></li><li><p>Madeline Hoyle&nbsp;</p></li><li><p>Joy Michelle Jackson&nbsp;</p></li><li><p>Maeve Alexandra Janecka&nbsp;&nbsp;</p></li><li><p>Aulden Jones&nbsp;</p></li><li><p>Donguk Daniel Kim&nbsp;</p></li><li><p>Tara Hashemian Kimiavi&nbsp;</p></li><li><p>Michael Klamkin&nbsp;</p></li><li><p>Velin H. Kojouharov&nbsp;</p></li><li><p>Luke Allen Kurfman&nbsp;</p></li><li><p>Aidan S. Labrozzi&nbsp;</p></li><li><p>Hee Jun Lee&nbsp;</p></li><li><p>Zikang Leng&nbsp;</p></li><li><p>Huston Locht&nbsp;</p></li><li><p>Emma J. Menardi&nbsp;</p></li></ul></div></div><div><div><ul><li><p>Yash V. Mhaskar&nbsp;</p></li><li><p>Madeline Rose Morrell&nbsp;</p></li><li><p>Siddharth R. Nathella&nbsp;</p></li><li><p>Jennifer Nolan&nbsp;</p></li><li><p>Sydney A. Oliver&nbsp;</p></li><li><p>Isabelle A. Osuna&nbsp;</p></li><li><p>Jorja Y. Overbey&nbsp;</p></li><li><p>Robert Patrick Pesch&nbsp;</p></li><li><p>Michelle T. Seeler&nbsp;</p></li><li><p>Riya Sen&nbsp;</p></li><li><p>Matthew So</p></li><li><p>Theodore St. Francis</p></li><li><p>Jorik Stoop&nbsp;</p></li><li><p>Maggie Emma Straight&nbsp;&nbsp;</p></li><li><p>Amanda L. Tang&nbsp;</p></li><li><p>Albert Ting&nbsp;</p></li><li><p>Darin Tsui&nbsp;</p></li><li><p>Julia E. Vallier&nbsp;</p></li><li><p>Jacqueline F. van Zyl&nbsp;</p></li><li><p>Angel E. Vasquez&nbsp;</p></li><li><p>Abhijeet Krishnan Venkataraman&nbsp;</p></li></ul></div></div><div><div><ul><li><p>Alix Wagner&nbsp;</p></li><li><p>Matthew Y. Wang&nbsp;</p></li><li><p>Samuel E. Wilcox&nbsp;</p></li><li><p>Elias G. Winterscheidt&nbsp;</p></li></ul></div><div><p>&nbsp;</p></div></div>]]></body>  <author>Kristen Bailey</author>  <status>1</status>  <created>1713363416</created>  <gmt_created>2024-04-17 14:16:56</gmt_created>  <changed>1714436471</changed>  <gmt_changed>2024-04-30 00:21:11</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Their awards total more than $9.5 million in funding, the most Georgia Tech has ever had in the program. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Their awards total more than $9.5 million in funding, the most Georgia Tech has ever had in the program. ]]></sentence>  <summary><![CDATA[<p>Their awards total more than $9.5 million in funding, the most Georgia Tech has ever had in the program.</p>]]></summary>  <dateline>2024-04-17T00:00:00-04:00</dateline>  <iso_dateline>2024-04-17T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-04-17 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:kristen.bailey@comm.gatech.edu">Kristen Bailey</a></p><p>Institute Communications</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673732</item>      </media>  <hg_media>          <item>          <nid>673732</nid>          <type>image</type>          <title><![CDATA[Researchers in Nga Lee (Sally) Ng's lab]]></title>          <body><![CDATA[<p>Researchers in Nga Lee (Sally) Ng's lab. Photo by Joya Chapman</p>]]></body>                      <image_name><![CDATA[24-R10400-P30-031.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/04/17/24-R10400-P30-031.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/04/17/24-R10400-P30-031.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/04/17/24-R10400-P30-031.jpeg?itok=C4rQJ7NJ]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Researchers in Nga Lee (Sally) Ng's lab]]></image_alt>                    <created>1713363290</created>          <gmt_created>2024-04-17 14:14:50</gmt_created>          <changed>1713363401</changed>          <gmt_changed>2024-04-17 14:16:41</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://www.nsfgrfp.org/about/about-grfp]]></url>        <title><![CDATA[NSF Graduate Research Fellowships]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="1278"><![CDATA[College of Sciences]]></group>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="1214"><![CDATA[News Room]]></group>          <group id="1275"><![CDATA[School of Biological Sciences]]></group>          <group id="85951"><![CDATA[School of Chemistry and Biochemistry]]></group>          <group id="126011"><![CDATA[School of Physics]]></group>          <group id="443951"><![CDATA[School of Psychology]]></group>          <group id="604684"><![CDATA[Southeast Center for Mathematics and Biology (SCMB)]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="192249"><![CDATA[cos-community]]></keyword>          <keyword tid="193266"><![CDATA[cos-research]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>          <topic tid="71871"><![CDATA[Campus and Community]]></topic>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674316">  <title><![CDATA[Exploring One Grad Student’s Trailblazing Research Journey]]></title>  <uid>36249</uid>  <body><![CDATA[<p><em>This is part two of the feature on Mo Jarin. Jarin is a Ph.D. student in environmental engineering who expects to graduate in May 2025. <a href="https://grad.gatech.edu/news/exploring-one-grad-students-trailblazing-research-journey">See part one here</a>.&nbsp;</em></p><p>Jarin’s dedication and accomplishments have garnered recognition, including winning prestigious awards. Most recently, Jarin’s research titled, “Operando investigation of the synergistic effect of electric field treatment and copper for bacteria inactivation,” was published in Nature Communications.</p><h2>Pioneering Safer Water Disinfection</h2><p>At the forefront of her laboratory’s efforts to develop alternative water disinfection technologies, Jarin’s work offers promising solutions to mitigate the risks associated with traditional chlorine-based treatments.&nbsp;</p><p>Her lab’s innovative approach, Locally Enhanced Electric Field Treatment (LEEFT), harnesses the power of enhanced electric fields and copper ions to eliminate waterborne pathogens without relying on chlorine.</p><h2>The Promise of Copper-Based Technology</h2><p>Through meticulous observation, Jarin uncovered crucial insights into LEEFT’s mechanisms when combined with copper. The research published in Nature Communications focused on understanding this mechanism in ways we can’t observe with the naked eye. &nbsp;</p><p>“What we found is that the electric field will weaken the membranes of these potential pathogens, allowing copper to have a much stronger and faster effect in killing them,” said Jarin.</p><p>Beyond the laboratory, Jarin envisions practical applications for LEEFT in environments like swimming pools and hot tubs, where reducing chlorine reliance can minimize health and environmental risks. &nbsp;</p><p>Looking ahead, Jarin is committed to advancing her research and realizing the potential of the LEEFT technology. Her end goal is to retrofit LEEFT like a smart pipe into the water distribution pipelines, so that it can provide antimicrobial power over the entire distribution system.</p><p>“We’re years away, but we’re getting close to an applicable prototype,” said Jarin. “We need a lot of upgrading of our water infrastructure, especially in the U.S., and it can also be very impactful to the rest of the world.” &nbsp;</p><p>As she marches forward towards her goal of implementing LEEFT technology into water distribution systems, Jarin's impact extends far beyond the laboratory, promising a safer and healthier tomorrow for communities everywhere.</p><p><em>Stay tuned for part three of Jarin’s story as she delves deeper into experiences in entrepreneurship, reflects on challenges overcome, and shares cherished, memories from her time at Tech.&nbsp;</em><br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1713818144</created>  <gmt_created>2024-04-22 20:35:44</gmt_created>  <changed>1713818294</changed>  <gmt_changed>2024-04-22 20:38:14</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Jarin’s dedication and accomplishments have garnered recognition, including winning prestigious awards. Most recently, Jarin’s research titled, “Operando investigation of the synergistic effect of electric field treatment and copper for bacteria inactivat]]></teaser>  <type>news</type>  <sentence><![CDATA[Jarin’s dedication and accomplishments have garnered recognition, including winning prestigious awards. Most recently, Jarin’s research titled, “Operando investigation of the synergistic effect of electric field treatment and copper for bacteria inactivat]]></sentence>  <summary><![CDATA[<p>Jarin’s dedication and accomplishments have garnered recognition, including winning prestigious awards. Most recently, Jarin’s research titled, “Operando investigation of the synergistic effect of electric field treatment and copper for bacteria inactivation,” was published in Nature Communications.<br />&nbsp;</p>]]></summary>  <dateline>2024-04-22T00:00:00-04:00</dateline>  <iso_dateline>2024-04-22T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-04-22 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Follow Mo Jarin’s Quest for Innovation, Entrepreneurship, and Personal Triumphs in the World of Environmental Engineering]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673804</item>      </media>  <hg_media>          <item>          <nid>673804</nid>          <type>image</type>          <title><![CDATA[Mo Jarin in the research lab]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[MoJarin1.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/04/22/MoJarin1.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/04/22/MoJarin1.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/04/22/MoJarin1.jpg?itok=sNW-tKG5]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Mo Jarin in the lab]]></image_alt>                    <created>1713818156</created>          <gmt_created>2024-04-22 20:35:56</gmt_created>          <changed>1713818156</changed>          <gmt_changed>2024-04-22 20:35:56</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/news/exploring-one-grad-students-trailblazing-research-journey]]></url>        <title><![CDATA[Mo Jarin, Part One]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674096">  <title><![CDATA[Three Minutes, Infinite Impact: 2024 3MT Winners Announced]]></title>  <uid>36363</uid>  <body><![CDATA[<p><span><span><span>The ninth annual Georgia Tech Three Minute Thesis (3MT) competition concluded on Friday, April 5, where 12 scholars shared their groundbreaking research through electrifying and informative three-minute-long presentations. Four graduate students emerged victorious, each winner taking home research travel grants. </span></span></span></p><p>&nbsp;</p><p><span><span><span>Congratulations to the 2024 Three Minute Thesis Winners: </span></span></span></p><p>&nbsp;</p><p><strong><span><span><span>Master's Winner </span></span></span></strong></p><p><span><span><span>Karina Bhattacharya, MID, Industrial Design</span></span></span></p><p>&nbsp;</p><p><span><span><span>The master’s category winner won a $1,000 research travel grant. </span></span></span></p><p>&nbsp;</p><p><strong><span><span><span>Overall &nbsp;Ph.D. Winner </span></span></span></strong></p><p><span><span><span>Alexandra Patterson, Ph.D. Bioengineering </span></span></span></p><p><span><span><span>&nbsp;</span></span></span></p><p><strong><span><span><span>First Runner Up</span></span></span></strong></p><p><span><span><span>Kantwon Rogers, Ph.D. Computer Science </span></span></span></p><p><span><span><span>&nbsp;</span></span></span></p><p><strong><span><span><span>Second Runner Up</span></span></span></strong></p><p><span><span><span>Valeria Juarez, Ph.D. Biomedical Engineering </span></span></span></p><p>&nbsp;</p><p><span><span><span>The first-place Ph.D. winner won a $2,000 research travel grant. The Ph.D. first runner-up</span></span></span></p><p><span><span><span>Won a $1,500 research travel grant, and the second runner-up won a $1,000 runner-up grant.</span></span></span></p><p><span><span><span>&nbsp;</span></span></span></p><p><span><span><span>First runner-up, Kantwon Rogers also won the coveted People's Choice award,</span></span></span></p><p><span><span><span>which earned him an additional $500 research travel grant. </span></span></span></p><p>&nbsp;</p><p><span><span><span>The Office of Graduate Education coordinates tech’s 3MT competition in partnership with the Center for Teaching and Learning (CTL), The Naugle Communications Center, and the Language Institute. For more information about this year’s 3MT Competition, visit <a href="https://grad.gatech.edu/3mt"><span><span>grad.gatech.edu/3mt</span></span></a>.</span></span></span></p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1712743162</created>  <gmt_created>2024-04-10 09:59:22</gmt_created>  <changed>1713192308</changed>  <gmt_changed>2024-04-15 14:45:08</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Friday's Three Minute thesis produced four graduate student winners, each earning research travel grants.]]></teaser>  <type>news</type>  <sentence><![CDATA[Friday's Three Minute thesis produced four graduate student winners, each earning research travel grants.]]></sentence>  <summary><![CDATA[<p><span><span><span>The ninth annual Georgia Tech Three Minute Thesis (3MT) competition concluded on Friday, April 5, where 12 scholars shared their groundbreaking research through electrifying and informative three-minute-long presentations. Four graduate students emerged victorious, each winner taking home research travel grants. </span></span></span></p>]]></summary>  <dateline>2024-04-10T00:00:00-04:00</dateline>  <iso_dateline>2024-04-10T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-04-10 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill</p><p>Marketing Communications Manager</p><p>Office of Graduate Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673707</item>      </media>  <hg_media>          <item>          <nid>673707</nid>          <type>image</type>          <title><![CDATA[3MT Winners 2024]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[DSC_2136-Enhanced-NR.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/04/15/DSC_2136-Enhanced-NR.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/04/15/DSC_2136-Enhanced-NR.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/04/15/DSC_2136-Enhanced-NR.jpeg?itok=X_ZqFPWg]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[3MT winners]]></image_alt>                    <created>1713192272</created>          <gmt_created>2024-04-15 14:44:32</gmt_created>          <changed>1713192272</changed>          <gmt_changed>2024-04-15 14:44:32</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/3MT]]></url>        <title><![CDATA[]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="172894"><![CDATA[Georgia Tech Three Minute Thesis Competition]]></keyword>          <keyword tid="137821"><![CDATA[3MT]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="674091">  <title><![CDATA[Exploring One Grad Student’s Trailblazing Research Journey]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Follow Mo Jarin’s Quest for Innovation, Entrepreneurship, and Personal Triumphs in the World of Environmental Engineering</p><p><em>This is part one of the feature on Mo Jarin. Jarin is a Ph.D. student in environmental engineering who expects to graduate in May 2025.&nbsp;</em></p><p>Mo Jarin, Ph.D. student in environmental engineering, grew up around the sights, sounds, and smells of a research lab. Throughout her childhood, Jarin tagged along with her Ph.D. parents to the lab where she played with the pipettes and string together the colorful test tubes to make necklaces. Surrounded by experiments and scientific inquiry from a young age, Jarin’s fascination with the world of research was sparked early in life. &nbsp;</p><h2>Early Influences in Environmental Engineering</h2><p>A self-described “third culture kid,” everyone in Jarin’s family has a different first language. Jarin was raised in Japan by Bengali parents. After living in Japan for 10 years, her parents accepted jobs at Cornell University in Ithaca, New York, and the family moved to the United States.&nbsp;</p><p>Throughout the years, the family visited Jarin’s parents’ home country of Bangladesh. During these visits, Jarin experienced issues with her health. Water quality issues are prevalent in Bangladesh, and those issues effected Jarin the most. This experience coupled with Jarin’s affinity toward research led her to the University of Buffalo for her undergrad.&nbsp;</p><h2>Finding Mentorship and Research Passion</h2><p>“When I got into the college level, I was thinking about research, and I found a mentor who was Bengali,” said Jarin. “He was working on water disinfection, so I explored that lab. Not only did I have interest in the research, but the mentor was wonderful. That’s where I stuck for a couple years, and that was my first undergraduate research experience that I fulfilled.”&nbsp;</p><p>Jarin was working with nanotechnology focusing on clean water, specifically as it relates to other places of the world. While Jarin’s bachelor’s was in chemical engineering, her research was in environmental engineering, and she felt this work was making real-world impact.&nbsp;</p><p>“My mentor [in the University of Buffalo’s Department of Civil, Structural, and Environmental Engineering], Nirupam Aich, was the one who inspired me to apply to grad school,” said Jarin. “He recommended a number of environmental programs–really top universities. He built me into a better presenter, and I took all of that into my graduate application process.”&nbsp;</p><h2>Choosing Georgia Tech</h2><p>While Jarin received offers from prestigious universities across the country, her decision to attend Georgia Tech for her graduate education was significantly influenced by the people and opportunities it offered. She credits the students and staff she met during her visit to Tech as the impetus for her decision, specifically Danielle Lesperance Ramirez, a graduate coordinator in the School of Civil and Environmental Engineering graduate school, and her advisor, Xing Xie.<br />&nbsp;<br />“My advisor is a very open, welcoming individual,” said Jarin. “Despite his extremely nice exterior, he pushed very hard for me to come here. He nominated me for the President’s Fellowship that I received. He clearly showed that not only did he want to advise me and guide me, but he also showed me the potential I didn’t see in myself. That is how I ended up here, and I have never regretted it since.” &nbsp;</p><p>Xie’s support fostered a transformative experience in her research journey.&nbsp;</p><p>“He first pushed me into some of these entrepreneurial paths,” said Jarin. “It really brought out all of my strengths, and now I’m getting to do cutting-edge research. I don’t think I would have had the slightest fraction of a similar experience anywhere else.”&nbsp;</p><p><em>Stay tuned for part two of Jarin’s story as she delves deeper into her research and impact.&nbsp;</em><br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1712694258</created>  <gmt_created>2024-04-09 20:24:18</gmt_created>  <changed>1712845970</changed>  <gmt_changed>2024-04-11 14:32:50</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Follow Mo Jarin’s Quest for Innovation, Entrepreneurship, and Personal Triumphs in the World of Environmental Engineering]]></teaser>  <type>news</type>  <sentence><![CDATA[Follow Mo Jarin’s Quest for Innovation, Entrepreneurship, and Personal Triumphs in the World of Environmental Engineering]]></sentence>  <summary><![CDATA[<p>Follow Mo Jarin’s Quest for Innovation, Entrepreneurship, and Personal Triumphs in the World of Environmental Engineering</p>]]></summary>  <dateline>2024-04-09T00:00:00-04:00</dateline>  <iso_dateline>2024-04-09T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-04-09 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[Follow Mo Jarin’s Quest for Innovation, Entrepreneurship, and Personal Triumphs in the World of Environmental Engineering]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673670</item>      </media>  <hg_media>          <item>          <nid>673670</nid>          <type>image</type>          <title><![CDATA[Mo Jarin2.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Mo Jarin2.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/04/10/Mo%20Jarin2.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/04/10/Mo%20Jarin2.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/04/10/Mo%2520Jarin2.jpg?itok=M66pzrqs]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Mo Jarin]]></image_alt>                    <created>1712755290</created>          <gmt_created>2024-04-10 13:21:30</gmt_created>          <changed>1712755290</changed>          <gmt_changed>2024-04-10 13:21:30</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="154"><![CDATA[Environment]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="154"><![CDATA[Environment]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>          <term tid="39451"><![CDATA[Electronics and Nanotechnology]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="673774">  <title><![CDATA[12 Grad Students Named as Finalists for 2024 Three Minute Thesis Competition]]></title>  <uid>36363</uid>  <body><![CDATA[<p><span><span><span><span><span>After six intense preliminary rounds, twelve exceptional scholars have emerged from a pool of 65 talented candidates, earning their place as finalists in Georgia Tech's highly anticipated annual Three Minute Thesis (3MT) competition. On Friday, April 5, 2024, these finalists will hit the stage, harnessing their research expertise, to deliver compelling presentations in a three-minute format. </span></span></span></span></span></p><p><span><span><span><span><span>Congratulations to the following twelve finalists: </span></span></span></span></span></p><p>Karina Bhattacharya&nbsp;MID&nbsp;Industrial Design&nbsp;</p><p>Vinodhini Comandur, Ph.D. Aerospace Engineering&nbsp;</p><p>Mo Jarin, Ph.D.&nbsp;Environmental Engineering&nbsp;</p><p>Anamik Jhunjhunwala, Ph.D. Biomedical Engineering&nbsp;</p><p>Valeria Juarez, Ph.D. Biomedical Engineering&nbsp;</p><p>Alexandra Patterson, Ph.D. Bioengineering&nbsp;</p><p>Jeffrey Pattison, Ph.D. Aerospace Engineering&nbsp;</p><p>Kantwon Rogers, Ph.D. Computer Science&nbsp;</p><p>Mallika Senthil, MS&nbsp;Biomedical Engineering&nbsp;</p><p>Wenting Shi, Ph.D. Chemistry and Biochemistry&nbsp;</p><p>Shreyas Srivathsan, Ph.D. Aerospace Engineering&nbsp;</p><p>Raghav Tandon, Ph.D. Machine Learning&nbsp;</p><p>This year’s 3MT competition takes place on Friday, April 5, 2024, at 5:30 p.m. in the Atlantic Theater in the John Lewis Student Center. The entire Georgia Tech community is encouraged to attend the competition, which occurs as the finale of the 2024 Grad Student Appreciation Week.&nbsp;3MT will also be streamed online and can be viewed at <a href="https://gatech.zoom.us/j/98696536715" rel="noreferrer noopener" target="_blank">https://gatech.zoom.us/j/98696536715</a>.&nbsp; Audience members and online viewers can vote for their favorite presenter to win the People’s Choice Award.&nbsp;&nbsp;</p><p>Ph.D. winners can win up to $2,000 in research travel grants. The master's winner will receive a $1,000 research travel grant.&nbsp;&nbsp;&nbsp;</p><p>Tech’s 3MT competition is coordinated by the Office of Graduate Education in partnership with the Center for Teaching and Learning (CTL), The Naugle Communications Center, and the Language Institute.&nbsp;&nbsp;</p><p>For more information, visit <a href="https://grad.gatech.edu/3MT" rel="noreferrer noopener" target="_blank">grad.gatech.edu/3mt</a>.&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1711486922</created>  <gmt_created>2024-03-26 21:02:02</gmt_created>  <changed>1711566029</changed>  <gmt_changed>2024-03-27 19:00:29</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Twelve scholars have emerged as finalists from Georgia Tech's Three Minute Thesis competition, showcasing their research prowess after triumphing over 65 talented candidates in six preliminary rounds, poised to captivate audiences with concise presentatio]]></teaser>  <type>news</type>  <sentence><![CDATA[Twelve scholars have emerged as finalists from Georgia Tech's Three Minute Thesis competition, showcasing their research prowess after triumphing over 65 talented candidates in six preliminary rounds, poised to captivate audiences with concise presentatio]]></sentence>  <summary><![CDATA[<p>12 grad students named as finalists for 2024 Three Minute Thesis Competition.</p>]]></summary>  <dateline>2024-03-26T00:00:00-04:00</dateline>  <iso_dateline>2024-03-26T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-03-26 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Marketing and Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673509</item>      </media>  <hg_media>          <item>          <nid>673509</nid>          <type>image</type>          <title><![CDATA[2024 FINALISTs 2update.png]]></title>          <body><![CDATA[<p>Photographed from left to right: Alexandra Patterson, Jeffery Pattinson, Malika Senthil, Karina Bhattacharya, Mo Jarin, Kantwon Rogers, Raghav Tandon, Shreyas Srivathsan, Vinodhini Comandur, Wenting Shi.</p><p>Not photographed: Anamik Jhunjhunwala and ValeriaJuarez.</p>]]></body>                      <image_name><![CDATA[2024 FINALISTs 2update.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/03/27/2024%20FINALISTs%202update_0.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/03/27/2024%20FINALISTs%202update_0.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/03/27/2024%2520FINALISTs%25202update_0.png?itok=mCcEkm2U]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[2024 3MT Finalists]]></image_alt>                    <created>1711548566</created>          <gmt_created>2024-03-27 14:09:26</gmt_created>          <changed>1711548566</changed>          <gmt_changed>2024-03-27 14:09:26</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/3MT]]></url>        <title><![CDATA[]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="85951"><![CDATA[School of Chemistry and Biochemistry]]></group>          <group id="1278"><![CDATA[College of Sciences]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="172662"><![CDATA[Three Minute Thesis]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="192249"><![CDATA[cos-community]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="673771">  <title><![CDATA[Celebrating Grad Student Appreciation Week at Georgia Tech]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Graduate Student Appreciation Week at Georgia Tech is a time to celebrate, recognize, and appreciate the invaluable contributions of graduate students at Tech.&nbsp;To honor and appreciate these valuable members of the Tech community, Grad Student Appreciation Week (GSAW) is celebrated annually during the first week of April. This year, GSAW will be observed from April 1–5 with a week full of events and activities designed to recognize and celebrate the contributions of graduate students at Tech.&nbsp;</p><h2>Events and Activities</h2><p>Throughout the week, a diverse range of events and activities will take place both online and in-person, providing opportunities for engagement, networking, and enjoyment. Here's a brief overview of the exciting schedule for GSAW 2024:&nbsp;</p><h4>Monday Funday (April 1, 11 a.m. to 1 p.m. | Tech Green)</h4><p>A lively event featuring lunch, giveaways, yard games, and more, creating a fun and relaxed atmosphere to kick off the week.&nbsp;Rain location: Skiles Courtyard.</p><p>No registration is required.&nbsp;</p><h4>Monday Networking, Bingo, and Professional Headshots (April 1, 3 to 5 p.m. | Student Success Center President's Suites A &amp; B)</h4><p>Hosted by the Career Center, this event offers networking opportunities, a fun bingo game, and professional headshots for graduate students.&nbsp;</p><p>No registration is required.&nbsp;</p><h4>Grad Night at Russ Chandler Stadium (April 2, 6 p.m. | Mac Nease Baseball Park)</h4><p>An evening of baseball fun sponsored by Georgia Tech Athletics, complete with door prizes and entertainment between innings. First 100 grad students to show up will receive a free baseball cap.&nbsp;</p><p><a href="https://tinyurl.com/3kxb9te3">Reserve your ticket here</a>.&nbsp;</p><h4>Headshots &amp; Leadership Coaching plus Grad Lounge Fun (April 3, 12:30 to 3 p.m. | Grad Lounge, Student Center 3rd Floor)</h4><p>Enjoy coffee, snacks, and games before getting your professional headshot taken. Plus, take advantage of mini-leadership coaching sessions, sponsored by LEAD.&nbsp;</p><p>No registration is required.&nbsp;</p><h4>Goat Yoga (April 4, 10 a.m. to 2 p.m. | BioQuad)</h4><p>Experience mindful meditation and yoga in the company of playful dwarf goats, promoting wellness and stress relief.&nbsp;</p><p>Only two spots remaining at the time of publishing.&nbsp;<a href="https://grad.gatech.edu/gsaw-goat-yoga">Reserve your spot here</a>.&nbsp;</p><h4>Virtual Coffee Hours with Grad SGA ( April 4, 7 a.m. &amp; 7 p.m. | Online)</h4><p>Connect virtually with the Graduate Student Government Association online for engaging conversations and networking over coffee.&nbsp;</p><h4>Three Minute Thesis (April 5, 5:30 p.m. | Atlantic Theater Student Center &amp; Streaming Live)</h4><p>Witness the exciting 3MT competition showcasing the research communication skills of graduate students, open to the entire Georgia Tech community.&nbsp;</p><p>No registration is required.&nbsp;</p><h4>Throughout the week:</h4><ul><li>Daily snacks in the Grad Student Community of the Library (6th floor): enjoy refreshments while studying or taking breaks during the week.&nbsp;</li></ul><h2>Join the Social Media Challenge</h2><p>In addition to the exciting lineup of events and activities during GSAW, students are encouraged to participate in the GSAW social media challenge. By tagging #GTGSAW2024, students can showcase their experiences and connect with the Tech community on Instagram. Here are the daily prompts for the social media challenge:&nbsp;</p><p><strong>April 1 - Where you at?!: </strong>Share a photo of your current view, whether you're studying on campus, exploring a new city, or enjoying nature's beauty.&nbsp;</p><p><strong>April 2 - Study Buddy Selfie: </strong>Show off your study buddy, whether it's a furry friend or a fellow grad student helping you tackle assignments.&nbsp;</p><p><strong>April 3 - Selfcare Essentials:</strong> Demonstrate how you take a break and practice self-care during busy times. Share your favorite self-care routines or activities.&nbsp;</p><p><strong>April 4 - Throwback Thursday:</strong> Reflect on your favorite grad school memory and share it with the community. Whether it's a milestone achievement, a fun event, or a memorable project, take a trip down memory lane.&nbsp;</p><p><strong>April 5 - Framily Friday:</strong> Celebrate your "framily" (friends&nbsp; + family) by sharing a photo with those who support and inspire you throughout your grad school journey.&nbsp;</p><p>Don't forget to tag #GTGSAW2024 for a chance to be featured on the @gtgradpostdocs Instagram page and join in the collective celebration of grad student excellence at Georgia Tech.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1711485869</created>  <gmt_created>2024-03-26 20:44:29</gmt_created>  <changed>1711487395</changed>  <gmt_changed>2024-03-26 21:09:55</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Grad Student Appreciation Week (GSAW) is celebrated the first week of April each year and will be observed April 1 - 5, 2024.]]></teaser>  <type>news</type>  <sentence><![CDATA[Grad Student Appreciation Week (GSAW) is celebrated the first week of April each year and will be observed April 1 - 5, 2024.]]></sentence>  <summary><![CDATA[<p>Grad Student Appreciation Week (GSAW) is celebrated the first week of April each year and will be observed&nbsp;April 1 - 5, 2024.</p>]]></summary>  <dateline>2024-03-26T00:00:00-04:00</dateline>  <iso_dateline>2024-03-26T00:00:00-04:00</iso_dateline>  <gmt_dateline>2024-03-26 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673503</item>      </media>  <hg_media>          <item>          <nid>673503</nid>          <type>image</type>          <title><![CDATA[Graduate Student Appreciation Week, April 1–5]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[23-3403-P1-003-Web Use - 1,000px Wide.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/03/26/23-3403-P1-003-Web%20Use%20-%201%2C000px%20Wide.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/03/26/23-3403-P1-003-Web%20Use%20-%201%2C000px%20Wide.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/03/26/23-3403-P1-003-Web%2520Use%2520-%25201%252C000px%2520Wide.jpeg?itok=RpJcUCeR]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Selfie with Buzz]]></image_alt>                    <created>1711486948</created>          <gmt_created>2024-03-26 21:02:28</gmt_created>          <changed>1711486948</changed>          <gmt_changed>2024-03-26 21:02:28</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/grad-student-appreciation]]></url>        <title><![CDATA[]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="184180"><![CDATA[graduate student appreciation week]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="671074">  <title><![CDATA[Ph.D. Student Addresses Climate Change with Pending Patented Invention]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Andrés-Felipe Castro-Méndez came to the United States from Colombia after receiving a Fullbright Scholarship to pursue a Ph.D. in Materials Science and Engineering at Georgia Tech. His research is focused on addressing climate change and power grid disconnection using perovskite solar cells, a technology that offers the potential to decrease solar energy costs.</p><p>“Solar energy does not only have a great impact in mitigating climate change, but it also offers a transformative solution for communities currently lacking power grid access,” said Castro-Méndez. “By harnessing the sun’s energy through photovoltaic panels, these communities can generate their own electricity locally, enabling essential services, even in remote or underserved areas. This topic is particularly relevant in Colombia, my country of origin, where large communities do not have access to electricity yet.”&nbsp;</p><p>Castro-Méndez’s research and published work in mitigating climate change earned a Chih Foundation Graduate Student Research Publication award.&nbsp;</p><p>In his publication titled, “Vapor Phase Infiltration Improves Thermal Stability of Organic Layers in Perovskite Solar Cells,” Castro-Méndez demonstrates an innovative approach that contributes to the overall stability and longevity of perovskite solar cells. This invention is currently in the process of becoming a patent. His research has contributed to paving the way for more reliable, efficient, and commercially viable perovskite solar cells.&nbsp;</p><p>“Climate change has always been a very relevant topic,” he said. “My interest to actively do something about it was triggered by my undergrad project advisor, Prof. Pablo Ortiz-Herrera. He had a research group on solar cells, and I joined his group in my 3rd year to start investigating this topic. There, I realized that alternative energies have a big potential and that they are real, not just something I would see in a sci-fi movie.”</p><p>The Chih Foundation awards graduate students whose research publication(s) reflect invention and innovation for the betterment of society. Each awardee receives $2,500 to pursue their research.&nbsp;</p><p>“The impact of my research is to develop processes that could be used in industry to produce perovskite solar cells,” said Castro-Méndez. “I also am working on improving the long-term stability of perovskite solar cells, which is important to make this technology worth it. This award means that the research I’m doing is appreciated and that I’m not the only one who sees the value in it. It boosts my motivation further.”&nbsp;</p><p>Castro-Méndez is one of four recipients of the 2023 Chih Foundation Graduate Student Research Publication Awards. Congratulations to the following 2023 Chih Foundation Graduate Student Research Publication award recipients: Andrés-Felipe Castro Méndez, Dongsuk Sung, Hantian Zhang, and Vanessa Oguamanam.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1700073082</created>  <gmt_created>2023-11-15 18:31:22</gmt_created>  <changed>1711121056</changed>  <gmt_changed>2024-03-22 15:24:16</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Castro-Méndez’s research and published work in mitigating climate change earned a Chih Foundation Graduate Student Research Publication award. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Castro-Méndez’s research and published work in mitigating climate change earned a Chih Foundation Graduate Student Research Publication award. ]]></sentence>  <summary><![CDATA[<p>Castro-Méndez’s research and published work in mitigating climate change earned a Chih Foundation Graduate Student Research Publication award.&nbsp;</p>]]></summary>  <dateline>2023-11-15T00:00:00-05:00</dateline>  <iso_dateline>2023-11-15T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-11-15 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br /><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672390</item>      </media>  <hg_media>          <item>          <nid>672390</nid>          <type>image</type>          <title><![CDATA[Andres Felipe Castro Mendez.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Andres Felipe Castro Mendez.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/11/15/Andres%20Felipe%20Castro%20Mendez.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/11/15/Andres%20Felipe%20Castro%20Mendez.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/11/15/Andres%2520Felipe%2520Castro%2520Mendez.jpg?itok=8y4Xu1kU]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Andrés-Felipe Castro-Méndez]]></image_alt>                    <created>1700073131</created>          <gmt_created>2023-11-15 18:32:11</gmt_created>          <changed>1700073131</changed>          <gmt_changed>2023-11-15 18:32:11</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="193234"><![CDATA[Campaign Stories]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="193234"><![CDATA[Campaign Stories]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>          <term tid="39471"><![CDATA[Materials]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="671575">  <title><![CDATA[Ph.D. Computer Science Student Combats Mental Health Inequities]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Juggling the challenges of new motherhood along with racial and gender stressors requires a unique solution. Ph.D. in Computer Science student, Vanessa Oguamanam, is working on just that.&nbsp;</p><p>"In the United States, a pressing concern is the mental health of new mothers," said Oguamanam.&nbsp;</p><p>According to Oguamanam, innovation is essential to support emotional and psychological wellness during pregnancy and childbirth, particularly for those most vulnerable to poor mental health, such as racially minoritized women.&nbsp;</p><p>"I plan to develop a digital health system to address mental health disparities experienced by racially-minoritized women during pregnancy," said Oguamanam.&nbsp;</p><h3>Developing a Nuanced Approach to Digital Solutions</h3><p>According to Oguamanam, racially-minoritized women, especially U.S. Black women, face higher rates of perinatal mood and anxiety disorders and lifetime stress compared with their white counterparts.&nbsp;</p><p>“Despite these challenges, Black women underutilize mental health services due to barriers including stigma, financial constraints, limited access, and culturally appropriate care,” said Oguamanam. “While mobile applications show promise in increasing access to mental health services, existing systems often fail to address the cultural context and drivers of mental health inequities faced by Black women.”&nbsp;</p><h4>Insights from National Study</h4><p>Oguamanam conducted a nationwide survey study investigating how perinatal Black women utilize existing technology to manage their mental health. She presented her findings at the 2023 CHI Conference in her published paper, “An Intersectional Look at Use of and Satisfaction with Digital Mental Health Platforms: A Survey of Perinatal Black Women.” <strong>Her study revealed that 88.1% of perinatal Black women utilize digital platforms for mental health support.&nbsp;</strong></p><blockquote><p>These insights underscore the importance of nuanced approaches to digital interventions that can accommodate the unique needs and perspectives of women with particular intersectional experiences and identities. They highlight the significance of designing interventions that effectively understand, celebrate, and cater to the experiences of marginalized groups and people of color.</p></blockquote><h3>Chih Award Funds Assist in Bringing Dissertation to Life</h3><p>Oguamanam’s published work earned a Chih Foundation Graduate Student Research Publication award. The Foundation awards graduate students whose research publication(s) reflect invention and innovation for the betterment of society. Each awardee receives $2,500 to pursue their research.&nbsp;</p><h4>Funding and Project Overview</h4><p>“My proposed work involves designing, developing, and evaluating a culturally targeted mobile app to support perinatal Black women in managing stress and building resilience against mental health challenges related to racial and gender-based stressors,” said Oguamanam. “Through my research, I aim to provide technology design guidelines that enhance mental health equity, strengthen digital mental health platforms for vulnerable populations, and enable equitable access to mental health resources for all individuals, regardless of their background.”&nbsp;</p><p>Oguamanam is one of four graduate students awarded the 2023 Chih Foundation Graduate Student Research Publication. Congratulations to the following 2023 Chih Foundation Graduate Student Research Publication award recipients: Andrés-Felipe Castro Méndez, Dongsuk Sung, Hantian Zhang, and Vanessa Oguamanam.</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1702588196</created>  <gmt_created>2023-12-14 21:09:56</gmt_created>  <changed>1711116003</changed>  <gmt_changed>2024-03-22 14:00:03</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Oguamanam's research and published work in developing a digital health system to address mental health disparities recently earned a Chih Foundation Graduate Student Research Publication award. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Oguamanam's research and published work in developing a digital health system to address mental health disparities recently earned a Chih Foundation Graduate Student Research Publication award. ]]></sentence>  <summary><![CDATA[<p>Oguamanam's research and published work in developing a digital health system to address mental health disparities recently earned a Chih Foundation Graduate Student Research Publication award.&nbsp;</p>]]></summary>  <dateline>2023-12-14T00:00:00-05:00</dateline>  <iso_dateline>2023-12-14T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-12-14 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672591</item>      </media>  <hg_media>          <item>          <nid>672591</nid>          <type>image</type>          <title><![CDATA[vanessa.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[vanessa.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/12/14/vanessa.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/12/14/vanessa.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/12/14/vanessa.jpg?itok=dQDInYgU]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Vanessa Oguamanam]]></image_alt>                    <created>1702588222</created>          <gmt_created>2023-12-14 21:10:22</gmt_created>          <changed>1702588222</changed>          <gmt_changed>2023-12-14 21:10:22</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="153"><![CDATA[Computer Science/Information Technology and Security]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="153"><![CDATA[Computer Science/Information Technology and Security]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="181272"><![CDATA[Chih Foundation]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="671665">  <title><![CDATA[Chih Award Winner's Research Enhances Fairness in Machine Learning]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Fair treatment for all. Hantian Zhang, Ph.D. Computer Science student, is working on a machine learning model that creates a more just society. Zhang’s machine learning model, OmniFair, advocates for consistent treatment across diverse demographic groups.&nbsp;</p><h3>Creating an Unbiased Computer Algorithm</h3><p>Zhang’s OmniFair paper was published in SIGMOD 2021, a top-tier conference in data management. OmniFair distinguishes itself by featuring a declarative interface that empowers users to define specific group fairness constraints. Subsequently, Zhang developed iFlipper, a pioneering system that optimizes for individual fairness in machine learning, which was presented in SIGMOD 2023.&nbsp;</p><blockquote><p>As machine learning models become more deeply integrated into our decision-making process, my research endeavors to foster a more just society,” said Zhang. “Be refining these models to be more fair, we diminish the potential biases, especially against minority groups, ensuring a fairer treatment for all.</p></blockquote><p>According to Zhang, more and more decisions are made by computer algorithms instead of by a human. His research can be used by companies to ensure that their model is fair.&nbsp;</p><p>“People should be treated equally regardless of their race, gender, and sexual orientation,” said Zhang. “I feel the importance to make sure that machines are making fair decisions. We talked to Walmart about using our algorithm in their platform to improve fairness of machine learning models used in the platform, which could potentially benefit millions of vendors and customers.”&nbsp;</p><h3>Chih Award Funds Encourages Research Initiatives</h3><p>Zhang’s published works earned a Chih Foundation Graduate Student Research Publication award.&nbsp;</p><p>Zhang is one of four graduate students awarded the 2023 Chih Foundation Graduate Student Research Publication. Congratulations to the following 2023 Chih Foundation Graduate Student Research Publication award recipients: Andrés-Felipe Castro Méndez, Dongsuk Sung, Hantian Zhang, and Vanessa Oguamanam.&nbsp;</p><p>Each awardee receives $2,500 to pursue their research.&nbsp;</p><p>“It is a great honor to receive the award,” said Zhang. “I am very grateful for Dr. Sam Chih and the award committee. It confirms that my research is interesting and meaningful. It also encourages me to keep working on my research and produce more impactful outcomes.”&nbsp;</p><p>The Foundation awards graduate students whose research publication(s) reflect invention and innovation for the betterment of society.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1703090309</created>  <gmt_created>2023-12-20 16:38:29</gmt_created>  <changed>1710952258</changed>  <gmt_changed>2024-03-20 16:30:58</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Ph.D. Computer Science Student, Hantian Zhang, is working on a machine learning model that advocates for consistent treatment across diverse demographic groups. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Ph.D. Computer Science Student, Hantian Zhang, is working on a machine learning model that advocates for consistent treatment across diverse demographic groups. ]]></sentence>  <summary><![CDATA[<p>Ph.D. Computer Science Student, Hantian Zhang, is working on a machine learning model that advocates for consistent treatment across diverse demographic groups.&nbsp;</p>]]></summary>  <dateline>2023-12-20T00:00:00-05:00</dateline>  <iso_dateline>2023-12-20T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-12-20 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br />Communications Officer<br />Office of Graduate and Postdoctoral Education<br /><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a></p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672628</item>      </media>  <hg_media>          <item>          <nid>672628</nid>          <type>image</type>          <title><![CDATA[Hantian-Zhang]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Hantian_photo[9].jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/12/20/Hantian_photo%5B9%5D.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/12/20/Hantian_photo%5B9%5D.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/12/20/Hantian_photo%255B9%255D.jpg?itok=uRwk4y0T]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Hantian Zhang]]></image_alt>                    <created>1703090386</created>          <gmt_created>2023-12-20 16:39:46</gmt_created>          <changed>1703090386</changed>          <gmt_changed>2023-12-20 16:39:46</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/news/phd-students-earn-chih-graduate-student-research-publication-award]]></url>        <title><![CDATA[Ph.D. Students Earn Chih Graduate Student Research Publication Award]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/phd-student-addresses-climate-change-pending-patented-invention]]></url>        <title><![CDATA[Ph.D. Student Addresses Climate Change with Pending Patented Invention]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/phd-student-looks-brain-temperature-marker-health]]></url>        <title><![CDATA[Ph.D. Student Looks to Brain Temperature as Marker of Health]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="673386">  <title><![CDATA[Grad Student's Aerospace Journey Propelled by Exclusive Fellowship]]></title>  <uid>36249</uid>  <body><![CDATA[<p>From a young age, Matteo Giacani exhibited a keen interest in building things, including small planes and rockets. His fascination with scientific subjects like mathematics and physics naturally led him to pursue an education in aerospace engineering.&nbsp;&nbsp;</p><p>This passion for aerospace engineering fueled Giacani's educational journey, which began with his pursuit of a bachelor's degree at Politecnico di Milano in Milan, Italy. Driven by his ambition for further academic excellence, Giacani's aspirations extended beyond his undergraduate studies, ultimately leading him to Georgia Tech's aerospace engineering master's program.&nbsp;</p><p>“Georgia Tech has one of the best-ranked aerospace engineering programs in the world. My choice was based on the university rankings,” said Giacani.&nbsp;&nbsp;</p><p>Fall 2023 marked the beginning of Giacani’s graduate journey at Georgia Tech. He also received the exclusive Domenica Rea D’Onofrio Fellowship, which is only awarded to native Italian citizens.&nbsp;&nbsp;</p><p>“Being economically covered helped me focus on my studies, and in Fall 2023, I managed to both start doing some research and take four graduate-level classes where I got all A’s,” said Giacani. “Considering the rhythm at which I am going, I will be able to graduate in three terms.”&nbsp;&nbsp;</p><p>While Giacani is thriving in his studies now, adapting to the American academic system posed a challenge for him initially.&nbsp;&nbsp;</p><p>“Being used to the Italian academic system, it was not easy to adapt to the American one with a lot of constant coursework and stress across the term,” said Giacani. “At first, I got overwhelmed, but working out every day helped me get all the stress out and stay consistent with getting a perfect GPA.”&nbsp;&nbsp;</p><p>Giacani emphasizes the importance of his daily workouts at Tech’s gym as a crucial aspect of his routine to destress and prepare for the challenges of the next day.&nbsp;&nbsp;</p><p>With an open mind toward future opportunities, Giacani positions himself for a promising future in aerospace engineering. He expects to graduate with his master’s after just three terms in August 2024.&nbsp;&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1709762069</created>  <gmt_created>2024-03-06 21:54:29</gmt_created>  <changed>1709821061</changed>  <gmt_changed>2024-03-07 14:17:41</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Fall 2023 marked the beginning of Giacani’s graduate journey at Georgia Tech. He also received the exclusive Domenica Rea D’Onofrio Fellowship, which is only awarded to native Italian citizens.  ]]></teaser>  <type>news</type>  <sentence><![CDATA[Fall 2023 marked the beginning of Giacani’s graduate journey at Georgia Tech. He also received the exclusive Domenica Rea D’Onofrio Fellowship, which is only awarded to native Italian citizens.  ]]></sentence>  <summary><![CDATA[<p>Fall 2023 marked the beginning of Giacani’s graduate journey at Georgia Tech. He also received the exclusive Domenica Rea D’Onofrio Fellowship, which is only awarded to native Italian citizens.&nbsp;&nbsp;</p>]]></summary>  <dateline>2024-03-06T00:00:00-05:00</dateline>  <iso_dateline>2024-03-06T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-03-06 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673327</item>      </media>  <hg_media>          <item>          <nid>673327</nid>          <type>image</type>          <title><![CDATA[Matteo-2024.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Matteo-2024.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/03/06/Matteo-2024.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/03/06/Matteo-2024.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/03/06/Matteo-2024.jpg?itok=kYQpoKpo]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photo of Matteo Giacani]]></image_alt>                    <created>1709762057</created>          <gmt_created>2024-03-06 21:54:17</gmt_created>          <changed>1709762018</changed>          <gmt_changed>2024-03-06 21:53:38</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="136"><![CDATA[Aerospace]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="136"><![CDATA[Aerospace]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="670817">  <title><![CDATA[Harnessing AI Responsibly and Effectively in Research]]></title>  <uid>36363</uid>  <body><![CDATA[<p>Artificial Intelligence (AI) and Large Language Models, like ChatGPT®, continue to increase in popularity and user effectiveness. AI is revolutionizing research by increasing the speed and efficiency of data analyzing processes, completing predictive modeling, automating tasks, and even encouraging the use of interdisciplinary collaboration. AI’s usage within research has already proven to be extremely beneficial for researchers when utilized effectively. However, some inherent blind spots come with using these tools that may catch many researchers by surprise.</p><p>To mitigate potential risks for researchers who use AI, the Office of Graduate and Postdoctoral Education partnered with the Graduate Student Government Association (Graduate SGA) to develop a&nbsp;<a href="https://grad.gatech.edu/sites/default/files/documents/Guidance%20for%20Effective%20and%20Responsible%20Use%20of%20AI%20in%20Research.pdf" target="_blank">guidance document</a>&nbsp;that outlines the effective and responsible use of AI in research, especially for graduate student researchers.</p><p>This document is the result of the collaborative efforts of the Office of Research and faculty across campus, specifically those with expertise in AI, ethics, and mentoring graduate students in research. The guidelines presented in the document are recommendations and not Georgia Tech policy. Due to the rapidly changing landscape of AI, these guidelines will continue to evolve.&nbsp;</p><p>Spenser Wipperfurth, vice president of Academic and Research Affairs for the Graduate SGA, leads efforts alongside Graduate SGA leadership to promote awareness of responsible and effective AI usage practices for research.&nbsp;&nbsp;</p><p>“As students and researchers, it’s critical to assess the usability and ethics of new research tools as they are invented,” said Wipperfurth. “The advent of large language models that can write papers, do research, and suggest research paths and solutions, requires our community to ask how to use these tools without abusing them.”</p><p>To promote awareness of the known strengths and challenges of using AI, as well as best practices for using generative AI for writing theses or publications, the Office of Graduate and Postdoctoral Education and Graduate Student Government Association (GSGA) is hosting a panel discussion titled, “<a href="https://calendar.gatech.edu/event/2023/11/16/effective-and-responsible-use-ai-research" target="_blank">Effective and Responsible Use of AI in Research</a>,” on Thursday, Nov. 16, 2023, from 9 – 10 a.m.</p><p>The Effective and Responsible Use of AI in Research panel will be a critical discussion for graduate researchers who are using or are considering using Generative AI or Large Language Models in their research. Panelists will discuss AI’s drawbacks related to accuracy, research confidentiality, intellectual property rights, and risks related to unintentional scholarly misconduct, as well as constructive ways of using the tool. The panelists are William Ratcliff, director of the Interdisciplinary Graduate Program in Quantitative Biosciences (QBioS) and associate professor in biological science; Laura Carruth, associate vice provost for Transformative Teaching and Learning and executive director of Center for Teaching and Learning; Jason Borenstein, director of the Graduate Research Ethics Programs, School of Public Policy, and Office of Graduate and Postdoctoral Education; and Larry Heck, co-executive director of the Artificial Intelligence Hub, and professor with a joint appointment in electrical and computer engineering and interactive computing. The panel is moderated by GSGA’s President J. Haden Boone.&nbsp;</p><p>&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1698846938</created>  <gmt_created>2023-11-01 13:55:38</gmt_created>  <changed>1708963164</changed>  <gmt_changed>2024-02-26 15:59:24</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The Office of Graduate and Postdoctoral Education partnered with the Graduate Student Government Association to develop a guidance document that outlines the effective and responsible use of AI in research. ]]></teaser>  <type>news</type>  <sentence><![CDATA[The Office of Graduate and Postdoctoral Education partnered with the Graduate Student Government Association to develop a guidance document that outlines the effective and responsible use of AI in research. ]]></sentence>  <summary><![CDATA[<p>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;</p>]]></summary>  <dateline>2023-10-31T00:00:00-04:00</dateline>  <iso_dateline>2023-10-31T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-10-31 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill</p><p>Marketing Communications Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672235</item>      </media>  <hg_media>          <item>          <nid>672235</nid>          <type>image</type>          <title><![CDATA[AI in research .png]]></title>          <body><![CDATA[<p>  </p>]]></body>                      <image_name><![CDATA[AI in research .png]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/11/01/AI%20in%20research%20_0.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/11/01/AI%20in%20research%20_0.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/11/01/AI%2520in%2520research%2520_0.png?itok=qtkCd7pP]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[AI in research]]></image_alt>                    <created>1698847665</created>          <gmt_created>2023-11-01 14:07:45</gmt_created>          <changed>1698847665</changed>          <gmt_changed>2023-11-01 14:07:45</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://mediaspace.gatech.edu/media/Ethical+and+Responsible+Use+of+AI+in+Research+Projects/1_hqx6g26q]]></url>        <title><![CDATA[Ethical and Responsible Use of AI in Research Projects Panel]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="135"><![CDATA[Research]]></category>      </categories>  <news_terms>          <term tid="135"><![CDATA[Research]]></term>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="187812"><![CDATA[artificial intelligence (AI)]]></keyword>          <keyword tid="64911"><![CDATA[Responsible Conduct of Research]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>          <term tid="39501"><![CDATA[People and Technology]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="672892">  <title><![CDATA[CRIDC 2024 Awards $41,000 to Poster Competition Winners ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>At this year’s Career, Research, Innovation, and Development Conference (CRIDC), $41,000 worth of research travel grants were awarded in recognition of the outstanding and impactful work by student competitors.&nbsp;&nbsp;</p><p>The 15th annual CRIDC at Georgia Tech took place on Feb. 8, bringing together a diverse community of scholars. 116 graduate students participated in the CRIDC poster competition, presenting their research in front of their peers and faculty and staff judges alike. Online graduate students participated in CRIDC’s first-ever online poster competition as well.&nbsp;&nbsp;</p><p>Congratulations to the following poster competition winners.&nbsp;&nbsp;&nbsp;</p><p><strong>Executive Vice President for Research winners&nbsp;&nbsp;</strong></p><p>Jennifer Leestma, College of Engineering&nbsp;</p><p>Kelly Badilla, College of Engineering&nbsp;</p><p>Megan Andrews, College of Sciences&nbsp;</p><p>Anamik Jhunjhunwala, College of Engineering&nbsp;</p><p>Timothy Brumfiel, College of Engineering&nbsp;</p><p>Shreya Kothari, College of Sciences&nbsp;</p><p>Shehan Parmar, College of Sciences&nbsp;</p><p>Ximena Pizarro-Bore, Ivan Allen College of Liberal Arts&nbsp;&nbsp;</p><p>Xinyue Huang, College of Engineering&nbsp;&nbsp;</p><p>Shiqi Wei, College of Engineering&nbsp;</p><p>&nbsp;</p><p><strong>College of Engineering winners&nbsp;&nbsp;&nbsp;</strong></p><p>Shaspreet Kaur&nbsp;</p><p>Bettina Arkhurst&nbsp;</p><p>Frederick Chung&nbsp;</p><p>Ranjani Narayanan&nbsp;</p><p>&nbsp;</p><p><strong>College of Sciences winners&nbsp;&nbsp;&nbsp;</strong></p><p>Chad Pozarycki&nbsp;</p><p>Monica Monge Loria&nbsp;</p><p>Jiangpeiyun Jin&nbsp;</p><p>Kiera Ngoc Thuy An Tran&nbsp;</p><p>&nbsp;</p><p><strong>College of Computing winners&nbsp;&nbsp;&nbsp;</strong></p><p>Varun Agrawal&nbsp;&nbsp;</p><p>Eric Greenlee&nbsp;</p><p>&nbsp;</p><p><strong>Office of the Provost’s Award</strong>&nbsp;&nbsp;</p><p>Eric Cole, College of Engineering&nbsp;</p><p>Walter Parker, College of Engineering&nbsp;</p><p>Chloe LeCates, College of Sciences&nbsp;</p><p>Jimin Park, College of Engineering&nbsp;&nbsp;</p><p>Patrick Owen Sizemore, College of Computing&nbsp;</p><p>CRIDC is the product of the collaborative efforts of the Graduate Student Government Association (GSGA) and the Graduate Career Development Team from the Office of the Vice Provost for Graduate and Postdoctoral Education. Fifteen years ago, the event was created when the student-led poster competition, then known as the Georgia Tech Research and Innovation Competition (GTRIC) was combined with the Graduate Career Symposium.&nbsp;&nbsp;&nbsp;</p><p>CRIDC also features an Innovation Competition, in which graduate student finalists offer three-minute presentations to a panel of judges. All participants met with Tech’s VentureLab to explore grants and programs that can help them pursue startup businesses and technology licensing opportunities.&nbsp;&nbsp;&nbsp;</p><p>Congratulations to the winners of the 2024 CRIDC Innovation Competition:&nbsp;&nbsp;&nbsp;</p><p><strong>1st place:</strong> Mikaela Gray, School of Chemical and Biomolecular Engineering&nbsp;</p><p><strong>Runner-up:</strong> Alison Jenkins, Mechanical Engineering&nbsp;&nbsp;</p><p><strong>Runner-up:</strong>  Zhaonan Liu, Materials Science and Engineering&nbsp;&nbsp;</p><p>In addition to the poster competitions, this year’s CRIDC featured an employee networking lunch, featuring over twenty employers and four career panels. For more information about CRIDC, please visit <a href="https://grad.gatech.edu/cridc" rel="noreferrer noopener" target="_blank">grad.gatech.edu/cridc</a>.&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1707765780</created>  <gmt_created>2024-02-12 19:23:00</gmt_created>  <changed>1708117196</changed>  <gmt_changed>2024-02-16 20:59:56</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[At this year’s Career, Research, Innovation, and Development Conference (CRIDC), $41,000 worth of research travel grants were awarded in recognition of the outstanding and impactful work by student competitors. ]]></teaser>  <type>news</type>  <sentence><![CDATA[At this year’s Career, Research, Innovation, and Development Conference (CRIDC), $41,000 worth of research travel grants were awarded in recognition of the outstanding and impactful work by student competitors. ]]></sentence>  <summary><![CDATA[<p>&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;</p>]]></summary>  <dateline>2024-02-12T00:00:00-05:00</dateline>  <iso_dateline>2024-02-12T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-02-12 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill</p><p>Marketing and Communications Manager | Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>673053</item>      </media>  <hg_media>          <item>          <nid>673053</nid>          <type>image</type>          <title><![CDATA[CRIDC 2024 Poster Competition Session A ]]></title>          <body><![CDATA[<p>Session A Poster Competition </p>]]></body>                      <image_name><![CDATA[DSC_0019.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/02/12/DSC_0019.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/02/12/DSC_0019.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/02/12/DSC_0019.jpg?itok=Th0wZwsF]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[CRIDC 2024 Poster Competition Session A ]]></image_alt>                    <created>1707765795</created>          <gmt_created>2024-02-12 19:23:15</gmt_created>          <changed>1707765795</changed>          <gmt_changed>2024-02-12 19:23:15</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/cridc]]></url>        <title><![CDATA[Learn more about CRIDC]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="1278"><![CDATA[College of Sciences]]></group>          <group id="85951"><![CDATA[School of Chemistry and Biochemistry]]></group>          <group id="1275"><![CDATA[School of Biological Sciences]]></group>          <group id="364801"><![CDATA[School of Earth and Atmospheric Sciences (EAS)]]></group>      </groups>  <categories>          <category tid="135"><![CDATA[Research]]></category>      </categories>  <news_terms>          <term tid="135"><![CDATA[Research]]></term>      </news_terms>  <keywords>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="190936"><![CDATA[Graduate and Postdoctoral Education]]></keyword>          <keyword tid="185811"><![CDATA[Career Center]]></keyword>          <keyword tid="4373"><![CDATA[professional development]]></keyword>          <keyword tid="192249"><![CDATA[cos-community]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="672724">  <title><![CDATA[Attend CRIDC 2024: It’s More Than a Poster Competition ]]></title>  <uid>36363</uid>  <body><![CDATA[<p>Seize the opportunity to showcase your research, forge connections with industry professionals, and gain insights from distinguished panelists at the 2024 Career, Research, Innovation, and Development Conference (CRIDC). This year’s conference will take place on February 8 from 9 a.m. to 5 p.m. in the Exhibition Hall.&nbsp;&nbsp;</p><p>For 15 years, the Office of Graduate Education and the Graduate Student Government Association have collaborated to bring opportunities for career advancement, networking, and research expansion to its on-campus students. Discover why graduate students and postdoctoral scholars need to attend CRIDC 2024.&nbsp;</p><p><strong>Connect with Top Industry Leaders, Alumni, and Potential Employers&nbsp;</strong></p><p>CRIDC 2024 includes a Career Networking Brunch event featuring 23 industry-leading employers. This networking event offers its in-person attendees the invaluable chance to gain insights about various career pathways, exchange tips and strategies for navigating the job search after graduation, and extend employment opportunities. Attending graduate students and postdocs will get the chance to make connections that can shape their career paths, while enjoying a delicious catered brunch, for free! View the full list of participating employers and <a href="https://grad.gatech.edu/cridc/career-networking" rel="noreferrer noopener" target="_blank">register to attend the Career Networking Brunch</a>. Registration for this portion of CRIDC is not required but greatly encouraged.&nbsp;&nbsp;</p><p>Boost your chances of being noticed by the participating employers. Graduate students and postdocs who plan to attend the Career Networking event are urged to submit their resumes to be included in the official CRIDC Employer E-Resume Book. Submitted resumes will be shared with participating employers before and after the Career Networking event.&nbsp;&nbsp;</p><p><strong>Attend Exclusive Career Panel Sessions&nbsp;&nbsp;</strong></p><p>In addition to the poster competition and Career Networking Brunch, this year's conference boasts four insightful career panel sessions:&nbsp;</p><p><strong><em>Beyond the Offer Letter: Mastering Strategic Negotiation Skills for Academic and Industry Success&nbsp;</em></strong></p><p>Maybe you’ve already received an offer for your dream opportunity! C–congratulations! But the journey doesn't end there. Join this panel session to learn how to master negotiation skills, effectively communicate your value, and elevate your career in both academia and industry. Get ready for the only advice you'll ever need to propel your career forward.&nbsp;</p><p><em><strong>Intro to Management Consulting: Explore a Career Path Outside of Traditional Academia and Industry&nbsp;</strong></em></p><p>Are you currently considering how leveraging the skills acquired in your graduate program will help you tackle real-world business problems? Explore the exciting world of management consulting with an information session and Q&amp;A featuring Georgia Tech alumni who have secured positions at McKinsey &amp; Co., Bain &amp; Co., and Boston Consulting Group (BCG). Discover if this dynamic field aligns with your aspirations and connect with like-minded individuals.&nbsp;</p><p><em><strong>Campus to Corporate Mastery: Decoding Skill Gaps and Crafting Your Ideal Career&nbsp;</strong></em></p><p>Transitioning from academia to industry can be a transformative journey. This session will help you uncover pathways, bridge skill gaps, and adapt to industry demands. Gain practical insights on navigating choices for a successful career path, ensuring you make informed decisions about your professional future.&nbsp;</p><p><strong><em>From Lab to Launch: Transforming Your Research into Startup Innovation&nbsp;</em></strong></p><p>If you've ever dreamt of turning your research into a startup, this session is tailor-made for you. Explore how to move from lab to launch, discover valuable resources for researchers, and gain insights into navigating the startup landscape. Unleash the potential of your innovative ideas and learn the practical steps to bring your concepts to life.&nbsp;</p><p>CRIDC is not just a poster competition event; it's a catalyst for your future success. This conference is your next step towards a fulfilling and impactful career. For more information, visit grad.gatech.edu/cridc.&nbsp;</p><p>&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1707134174</created>  <gmt_created>2024-02-05 11:56:14</gmt_created>  <changed>1707141285</changed>  <gmt_changed>2024-02-05 13:54:45</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Seize the opportunity to showcase your research, forge connections with industry professionals, and gain insights from distinguished panelists at the 2024 Career, Research, Innovation, and Development Conference (CRIDC). ]]></teaser>  <type>news</type>  <sentence><![CDATA[Seize the opportunity to showcase your research, forge connections with industry professionals, and gain insights from distinguished panelists at the 2024 Career, Research, Innovation, and Development Conference (CRIDC). ]]></sentence>  <summary><![CDATA[<p>&nbsp; The Office of Graduate Education and the Graduate Student Government Association invites graduate students and postdocs to attend the 2024 Career, Research, Innovation, and Development Conference in the Exhibition Hall on Thursday, February 9, 2024.&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p>]]></summary>  <dateline>2024-02-05T00:00:00-05:00</dateline>  <iso_dateline>2024-02-05T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-02-05 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill</p><p>Marketing and Communications Manager | Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672948</item>      </media>  <hg_media>          <item>          <nid>672948</nid>          <type>image</type>          <title><![CDATA[CRIDC 2024 paid Facebook Post 2 .png]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[CRIDC 2024 paid Facebook Post 2 .png]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/02/05/CRIDC%202024%20paid%20Facebook%20Post%202%20.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/02/05/CRIDC%202024%20paid%20Facebook%20Post%202%20.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/02/05/CRIDC%25202024%2520paid%2520Facebook%2520Post%25202%2520.png?itok=Zu5sGubA]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[CRIDC 2024]]></image_alt>                    <created>1707141107</created>          <gmt_created>2024-02-05 13:51:47</gmt_created>          <changed>1707141107</changed>          <gmt_changed>2024-02-05 13:51:47</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[http://grad.gatech.edu/cridc]]></url>        <title><![CDATA[]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="190936"><![CDATA[Graduate and Postdoctoral Education]]></keyword>          <keyword tid="4373"><![CDATA[professional development]]></keyword>          <keyword tid="185811"><![CDATA[Career Center]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="672344">  <title><![CDATA[Joy O. Olabisi joins the Office of Graduate Education as Assistant Vice Provost for Graduate Education, Executive Director of Graduate Admissions]]></title>  <uid>36363</uid>  <body><![CDATA[<p><span><span><span>Georgia Tech’s Office of Graduate Education welcomes Joy O. Olabisi as the new assistant vice provost for graduate education and executive director of graduate admissions, effective Feb. 1, 2024. </span></span></span></p><p><span><span><span><span>Prior to accepting this position at Georgia Tech, Olabisi served as an associate professor of management at the Saunders College of Business at the Rochester Institute of Technology (RIT), where she was also appointed director of the M.S. and B.S. in Global Supply Chain Management and the B.S. in Global Business programs. While at RIT, Olabisi taught courses in organizational behavior, high-performance teams, and negotiations.</span><br /><br /><span>During her time at RIT, Olabisi served on several college and institute-wide committees as an active participant in developing and implementing policies for faculty and students, including serving as a faculty senator, African American Latin American and Native American faculty advisory council member, as well as on the Women of Color advisory board. </span></span></span></span></p><p><span><span><span><span>Olabisi’s research interests focus on organizational learning, knowledge management, and community-oriented entrepreneurship within emerging markets, with an emphasis on embeddedness and networks.&nbsp; </span><br /><br /><span>Olabisi is an Honor Roll for Responsible Research in Business and Management award recipient as well as a member of the Sloan Scholars Mentoring Network, where she received a grant to study post-pandemic immigrant entrepreneurial activity. She is passionate about mentoring and empowering students to access educational and workforce opportunities, and in her spare time, she enjoys traveling and spending time with her family.</span></span></span></span></p><p><span><span><span><span>A fellow Tech alumnus, Olabisi received a Bachelor of Science in Industrial and Systems Engineering from Georgia Tech. She then earned her Master of Science in Industrial and Operations Engineering from the University of Michigan, where she later earned her Ph.D. in Industrial and Operations Engineering.</span>&nbsp;&nbsp;&nbsp;&nbsp;</span></span></span></p><p><span><span><span>"</span></span></span>I am thrilled to return to Georgia Tech in this role and to contribute to advancing the missions of both&nbsp;the university and the Office of Graduate Education," said Olabisi. "I look forward to collaborating with the OGE team and engaging&nbsp;with students, faculty, and other community members to build connections that not only improve the processes of graduate admissions and enrollment but also support graduate students throughout their academic endeavors."<span><span><span>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</span></span></span></p><p><span><span><span><span>The Office of Graduate Education is focused on continuing to enhance the graduate education experience while promoting inclusion, access, support, and success for all students. Olabisi’s proven track record of administrative leadership skills, combined with her commitment to student success, diversity, and inclusion, make her a fine addition to the Office of Graduate Education and the Tech community at large. </span></span></span></span></p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1705940166</created>  <gmt_created>2024-01-22 16:16:06</gmt_created>  <changed>1706111159</changed>  <gmt_changed>2024-01-24 15:45:59</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Georgia Tech’s Office of Graduate Education welcomes Dr. Joy O. Olabisi as the new Assistant Vice Provost for Graduate Education and Executive Director of Graduate Admissions, effective February 1, 2024.]]></teaser>  <type>news</type>  <sentence><![CDATA[Georgia Tech’s Office of Graduate Education welcomes Dr. Joy O. Olabisi as the new Assistant Vice Provost for Graduate Education and Executive Director of Graduate Admissions, effective February 1, 2024.]]></sentence>  <summary><![CDATA[<p>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;</p>]]></summary>  <dateline>2024-01-22T00:00:00-05:00</dateline>  <iso_dateline>2024-01-22T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-01-22 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[  ]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill | Communications Marketing Manager&nbsp;</p><p>Office of Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672832</item>      </media>  <hg_media>          <item>          <nid>672832</nid>          <type>image</type>          <title><![CDATA[Joy Olasibi Profile pic.png]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Joy Olasibi Profile pic.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/01/22/Joy%20Olasibi%20Profile%20pic_1.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/01/22/Joy%20Olasibi%20Profile%20pic_1.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/01/22/Joy%2520Olasibi%2520Profile%2520pic_1.png?itok=x2BwNOy8]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Joy O. Olabisi]]></image_alt>                    <created>1705942946</created>          <gmt_created>2024-01-22 17:02:26</gmt_created>          <changed>1705942946</changed>          <gmt_changed>2024-01-22 17:02:26</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="132"><![CDATA[Institute Leadership]]></category>      </categories>  <news_terms>          <term tid="132"><![CDATA[Institute Leadership]]></term>      </news_terms>  <keywords>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="672005">  <title><![CDATA[Faculty Members Needed to Judge This Year’s CRIDC Poster Competition]]></title>  <uid>36363</uid>  <body><![CDATA[<p><span><span><span>The Graduate Student Government Association and the Office of Graduate Education are seeking the help of faculty members to participate as judges for the 2024 Career, Research, and Innovation Development Conference (CRIDC) poster competition. This year’s annual poster competition will feature a virtual poster competition and an in-person poster competition. </span></span></span></p><p><span><span><span><strong><em><span><span>We are seeking judges for both competitions. Judging will require approximately one hour of your time.</span></span></em></strong></span></span></span></p><ul><li><span><span><span><strong><span><span>Virtual Poster Competition: </span></span></strong><span><span>Judging will take place asynchronously online, starting January 20, through February 2, 2024. Judges will be assigned up to 6 posters to evaluate at their leisure during the judging period. </span></span></span></span></span></li><li><span><span><span><strong><span><span>In-Person Poster Competition:</span></span></strong><span><span>&nbsp;Judging will take place on Thursday, February 8, 2024, between 9:00 and 11:00 a.m., in the Exhibition Hall on Georgia Tech's campus. Each judge will be responsible for 3 posters assigned to them on the day of the event.</span></span></span></span></span></li></ul><p>&nbsp;</p><p><span><span><span><span><span>If you are interested and available, please use this form to submit your preferences and availability:</span></span> <a href="https://gatech.co1.qualtrics.com/jfe/form/SV_cMbFIMTc5znZ3EO"><span><span><span><span>CRIDC 2024 Judge Registration</span></span></span></span></a><span><span>. For additional information about CRIDC, visit </span></span><a href="https://grad.gatech.edu/cridc"><span>https://grad.gatech.edu/cridc</span></a><span><span> , or email </span></span><a href="mailto:grad.prodev@sga.gatech.edu"><span>grad.prodev@sga.gatech.edu</span></a><span><span>. </span></span></span></span></span></p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1704901106</created>  <gmt_created>2024-01-10 15:38:26</gmt_created>  <changed>1704998878</changed>  <gmt_changed>2024-01-11 18:47:58</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The Graduate Student Association and the Office of Graduate Education are seeking faculty members to judge the 2024 Career, Research, Innovation, and Development Conference (CRIDC) poster competition. ]]></teaser>  <type>news</type>  <sentence><![CDATA[The Graduate Student Association and the Office of Graduate Education are seeking faculty members to judge the 2024 Career, Research, Innovation, and Development Conference (CRIDC) poster competition. ]]></sentence>  <summary><![CDATA[<p>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp;</p>]]></summary>  <dateline>2024-01-10T00:00:00-05:00</dateline>  <iso_dateline>2024-01-10T00:00:00-05:00</iso_dateline>  <gmt_dateline>2024-01-10 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[grad.prodev@sga.gatech.edu]]></email>  <location></location>  <contact><![CDATA[]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672707</item>      </media>  <hg_media>          <item>          <nid>672707</nid>          <type>image</type>          <title><![CDATA[DSC_0229.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[DSC_0229.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2024/01/10/DSC_0229_0.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2024/01/10/DSC_0229_0.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2024/01/10/DSC_0229_0.jpg?itok=mItbFev6]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Judges from last year's poster competition view participants' boards. ]]></image_alt>                    <created>1704901120</created>          <gmt_created>2024-01-10 15:38:40</gmt_created>          <changed>1704901120</changed>          <gmt_changed>2024-01-10 15:38:40</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/cridc]]></url>        <title><![CDATA[]]></title>      </link>          <link>        <url><![CDATA[https://gatech.co1.qualtrics.com/jfe/form/SV_cMbFIMTc5znZ3EO]]></url>        <title><![CDATA[Judge Registration for CRIDC 2024]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="134"><![CDATA[Student and Faculty]]></category>      </categories>  <news_terms>          <term tid="134"><![CDATA[Student and Faculty]]></term>      </news_terms>  <keywords>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="11840"><![CDATA[graduate student government association]]></keyword>          <keyword tid="182976"><![CDATA[office of graduate education]]></keyword>          <keyword tid="50401"><![CDATA[poster competition]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="665095">  <title><![CDATA[Past CRIDC Poster Competition Winners Reflect on their CRIDC Experiences]]></title>  <uid>36363</uid>  <body><![CDATA[<p>After spending countless hours in labs and writing sessions, and being inundated with research, it is good for students to explain their beloved research in layman's terms so people from non-technical backgrounds can understand the value of their work, too.&nbsp;</p><p>Tech’s Annual Career, Research, Innovation, and Development Conference (CRIDC) poster competition and exhibition provide students with the opportunity to practice and perfect their communication skills by presenting their research to non-technical audiences. CRIDC is also a professional development event designed to equip graduate students with the skillsets needed to thrive in the constantly evolving career market.&nbsp;</p><p>Read on to hear from two previous CRIDC Poster Competition winners as they reflect on their experiences in presenting their research at CRIDC and how their participation helped elevate their presentation and communication skills.&nbsp;</p><p>Sonia Bhattacharya is a fifth-year Ph.D. candidate from the School of Chemistry and Biochemistry. Sonia has participated in CRIDC’s poster competition every year since 2019 (except for 2020). All her past research submissions were within the technical research category. Last year, Sonia shared her work on vaccine development that aids in the discovery of diagnostic reagents to detect SARS-COV-2 variants, through Georgia Tech’s lab collaboration with the Center for Disease Control (CDC). Last year, she won the School of Chemistry and Biochemistry Award. &nbsp;</p><p>Tania Evans is a fifth-year Ph.D. candidate from the School of Chemical and Biomolecular Engineering. Last year, Tania presented her research on energy-efficient gas separations and chemical processes, which, when applied in industry, would be useful to help manage energy use. Her research earned her the Office of the Executive Vice President for Research Award.&nbsp;</p><p><strong>What made you participate in last year’s CRIDC Poster Competition?&nbsp;</strong>&nbsp;</p><p><strong>Sonia:</strong>&nbsp;"I have been interested in public health, and I realized that along with enjoying the intellectual challenges of my research, I wanted to improve communicating my science with the general audience. I found that CRIDC provided a great platform to do just that!"</p><p><strong>Tania:</strong>&nbsp;"I really like presenting my research. The motivation behind my research isn’t obvious to people who don’t typically work in my field. CRIDC was a good opportunity to present my research to people outside of my field. It was a lot less pressure and more fun to present to a general audience for a change."&nbsp;</p><p><strong>On preparing your presentation:&nbsp;</strong></p><p><strong>Sonia:</strong> “I spent lots of time in the Finn Lab prepping. I prepared my poster in small increments over a two-week span, prior to last year’s competition. It is an amusing realization, every time, that it seems relatively easy to fill up the poster space. But it is challenging to fill up the poster space well, with the right amount of information.”&nbsp;</p><p>When asked about reaching out to advisors, professors, and peers for help or assistance, Sonia replied that she “definitely ran various versions of her poster through lab mates for a ‘sanity check.’ ” &nbsp;</p><p><strong>Tania:</strong> “It took me a couple of hours to make my poster, but that is because I’ve had five years’ worth of data to pull from to make understanding my research easy to a non-technical person. I made figures that I felt were more easily digestible to non-engineers and presented the infographics I created with my lab mates.”&nbsp;</p><p><strong>On the overall CRIDC Competition experience:&nbsp;&nbsp;</strong></p><p><strong>Sonia</strong>: “It was very engaging to interact with fellow Ph.D. students while sharing our research. CRIDC provides a great platform to uncover the variety and depth of research performed here at Tech. For every year that I presented (in the competition), I learned more and improved more.”&nbsp;&nbsp;</p><p><strong>Tania</strong>: “I participated in the career fair and attended a few of the panels held last year. I found the panels interesting and inspiring in continuing my research. It was a great opportunity to practice communicating your research and to learn more about other research that is being done within the Georgia Tech community.”&nbsp;</p><p><strong>Reflections after winning the poster competition:&nbsp;&nbsp;</strong></p><p><strong>Sonia</strong>: “I was very excited to win travel awards in 2021 and 2022. The travel awards were tremendously helpful, which helped cover the cost for me to attend the 2022 Keystone Conference on Progress in Vaccine Development Against Infectious Diseases, which was held in Colorado.”&nbsp;</p><p><strong>Tania:</strong> “Since winning the Office of the Executive Vice President for Research Award, I was able to attend the International Conference on the Fundamentals of Adsorption (FOA), which is a leading conference in my field of study. I plan to participate in other poster competitions, as well.”&nbsp;</p><p>Every year, CRIDC Poster Competition winners receive travel grants, ranging in value from $1,000-$2,000, that can be used to cover expenses related to research trips or travel to other conferences.&nbsp;</p><p><strong>Advice to first-time competitors:&nbsp;</strong></p><p><strong>Tania:</strong> “Talk about your research to your non-academic friends often. Talk to your parents. My parents could give a few sentences of a short synopsis of my research because I talk about my research so much.”&nbsp;</p><p>This year, CRIDC takes place on Friday, February 8, 2024, in the Exhibition Hall, from 9 a.m. until 5 p.m. This conference includes a virtual poster competition and an in-person competition, as well as a networking luncheon, and several career panel sessions. Event registration begins at 8 a.m. This free event is intended for Georgia Tech graduate students but is open to the entire GT community. Registration to participate in the poster competition ends on Friday, January 12, 2024.&nbsp; For more information, visit <a href="https://grad.gatech.edu/cridc" rel="noreferrer noopener" target="_blank">https://grad.gatech.edu/cridc</a>. &nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1674666634</created>  <gmt_created>2023-01-25 17:10:34</gmt_created>  <changed>1704923309</changed>  <gmt_changed>2024-01-10 21:48:29</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Learn about two of last year’s CRIDC Poster Competition winners as they reflect on their experiences in presenting their research at CRIDC, and how their participation helped elevate their presentation and communication skills. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Learn about two of last year’s CRIDC Poster Competition winners as they reflect on their experiences in presenting their research at CRIDC, and how their participation helped elevate their presentation and communication skills. ]]></sentence>  <summary><![CDATA[<p>&nbsp; &nbsp;&nbsp;</p>]]></summary>  <dateline>2023-01-25T00:00:00-05:00</dateline>  <iso_dateline>2023-01-25T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-01-25 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[bhill99@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Brittani Hill&nbsp;</p><p>Marketing &amp; Communications Manager&nbsp;</p><p>Graduate and Postdoctoral Education&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>665162</item>      </media>  <hg_media>          <item>          <nid>665162</nid>          <type>image</type>          <title><![CDATA[CRIDC 2022 Winner Sonia Bhattacharya]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[MicrosoftTeams-image (15).png]]></image_name>            <image_path><![CDATA[/sites/default/files/images/MicrosoftTeams-image%20%2815%29.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/MicrosoftTeams-image%20%2815%29.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/MicrosoftTeams-image%2520%252815%2529.png?itok=iXS7-kYS]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[]]></image_alt>                    <created>1674761290</created>          <gmt_created>2023-01-26 19:28:10</gmt_created>          <changed>1674761290</changed>          <gmt_changed>2023-01-26 19:28:10</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/cridc]]></url>        <title><![CDATA[Learn more about CRIDC 2023 ]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="50401"><![CDATA[poster competition]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="671456">  <title><![CDATA[CRIDC 2024 Planning Underway, Registration Now Open]]></title>  <uid>36363</uid>  <body><![CDATA[<p>February is not only the month of love. It is also the month when the air is filled with a different kind of passion—the love for research. Next year marks the 15th annual Career, Research, Innovation, and Development Conference (CRIDC) at Georgia Tech. CRIDC is the product of a collaboration between the Graduate Student Government Association (GSGA) and the Office of Graduate Education. CRIDC is a professional development event designed to equip on-campus and online graduate students of all degree types with the tools and knowledge necessary to thrive in the constantly evolving job market. CRIDC helps prepare the next generation of technology leaders by inspiring discussion and collaboration among students and industry experts and connecting graduate students with professionals in research, industry, consulting, government, nonprofits, and entrepreneurship.&nbsp;&nbsp;</p><p>After dedicating countless hours to labs and research endeavors, students consider CRIDC a valuable opportunity to communicate their research to a non-technical audience. One highly anticipated segment of the conference is the poster competition, that provides&nbsp;&nbsp;&nbsp; a unique opportunity to refine their communication skills by presenting their research to non-technical audiences. Beyond the intrinsic value of sharing their work, winners stand a chance to receive travel grants, ranging from $500 to $2,000, that can be used to cover expenses for research-related travel. Last year, the competition distributed a substantial $43,000 worth of research travel grants to deserving winners.&nbsp;</p><p>&nbsp;The Conference extends beyond a poster competition and features the Innovation Competition that is sponsored by VentureLab of Georgia Tech’s Office of Commercialization. The Innovation Competition is open to all graduate students who attend the Atlanta campus and are participating in the in-person CRIDC conference, whose research has the potential for market applications. The winner of the Innovation Competition will receive $1000 and an invitation to participate in Startup Launch, a summer program providing commercialization training, support, and funding to GT research teams. Two runners-up will each receive $500 prizes.&nbsp;</p><p>CRIDC also includes a networking luncheon and career panels, offering attendees the chance to connect with professionals in various fields and gain insights into potential career paths. CRIDC is more than just a conference; It is an immersive professional development experience that enables students to showcase, explore, and connect for a future rich in possibilities. &nbsp;</p><p>Haden Boone, president of the Graduate Student Government Association, expresses the organization's continued commitment to the growth of graduate students. “We've built a strong partnership with the Office of Graduate Education over the past year, and we’re excited to see it come to fruition at CRIDC,” he said.&nbsp; “There are some great opportunities for academic and professional development being offered at CRIDC this year, and I’m excited invite the graduate student community to take full advantage of them.”&nbsp;</p><p>Daamini Visaalaakshi serves as the vice president of Professional Development and the chair of CRIDC. She said, “The event, much like fine wine, matures gracefully with each passing year. With a diverse set of graduate participants, this year, our primary focus is enhancing accessibility for our online student community. We've thoughtfully curated both panel sessions and panelists, aiming to equip graduate students with the essential tools for evolving career trajectories and skills. Behind the scenes, a dedicated team is diligently working to bring this event to fruition through meticulous planning. As a completely student-run initiative, we don't just encourage your presence; we eagerly anticipate it.&nbsp;</p><p>CRIDC takes place on Wednesday, February 8, 2024, in the Exhibition Hall, from 9 a.m. until 5 p.m. This free event is intended for Georgia Tech graduate students but is open to the entire GT community.&nbsp;&nbsp;</p><p>Registration is now open for the CRIDC 2024 Poster Competition!&nbsp;&nbsp;&nbsp;</p><p>Online and in -person students are encouraged to participate. Registration is open until Friday, January 12, 2024, 11:59 p.m. For more information and to register visit: <a href="https://grad.gatech.edu/cridc" rel="noreferrer noopener" target="_blank">https://grad.gatech.edu/cridc</a> .&nbsp;&nbsp;</p>]]></body>  <author>Brittani Hill</author>  <status>1</status>  <created>1701887676</created>  <gmt_created>2023-12-06 18:34:36</gmt_created>  <changed>1704294068</changed>  <gmt_changed>2024-01-03 15:01:08</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Registration is now open for the CRIDC 2024 Poster Competition! Online and in-person students are encouraged to participate. Registration is open until 1:59 p.m. on Friday, January 12, 2024.]]></teaser>  <type>news</type>  <sentence><![CDATA[Registration is now open for the CRIDC 2024 Poster Competition! Online and in-person students are encouraged to participate. Registration is open until 1:59 p.m. on Friday, January 12, 2024.]]></sentence>  <summary><![CDATA[<p>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;&nbsp;</p>]]></summary>  <dateline>2023-12-06T00:00:00-05:00</dateline>  <iso_dateline>2023-12-06T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-12-06 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[brittani.hill@gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>For more information about CRIDC, please email the Graduate Student Government Association's professional development team | grad.prodev@sga.edu</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>666044</item>      </media>  <hg_media>          <item>          <nid>666044</nid>          <type>image</type>          <title><![CDATA[CRIDC 2023 poster competition ]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[DSC_0223.JPG]]></image_name>            <image_path><![CDATA[/sites/default/files/images/DSC_0223.JPG]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/DSC_0223.JPG]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/DSC_0223.JPG?itok=UnSBAJkN]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[]]></image_alt>                    <created>1677063533</created>          <gmt_created>2023-02-22 10:58:53</gmt_created>          <changed>1677063533</changed>          <gmt_changed>2023-02-22 10:58:53</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/cridc]]></url>        <title><![CDATA[]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="135"><![CDATA[Research]]></category>      </categories>  <news_terms>          <term tid="135"><![CDATA[Research]]></term>      </news_terms>  <keywords>          <keyword tid="171830"><![CDATA[cridc]]></keyword>          <keyword tid="50401"><![CDATA[poster competition]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="15156"><![CDATA[graduate education]]></keyword>          <keyword tid="2248"><![CDATA[Graduate Studies]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="671404">  <title><![CDATA[2023 Wrapped: A Glimpse into our Collective Playlist]]></title>  <uid>36249</uid>  <summary><![CDATA[<p>From President Cabrera to our own graduate and postdoctoral students and staff, take a peek behind the headphones, and find out what tracks have kept us company this year.<br />&nbsp;</p>]]></summary>  <body><![CDATA[]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1701712161</created>  <gmt_created>2023-12-04 17:49:21</gmt_created>  <changed>1701785930</changed>  <gmt_changed>2023-12-05 14:18:50</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[]]></teaser>  <type>hgTechInTheNews</type>  <publication><![CDATA[Office of Graduate Education News]]></publication>  <article_dateline>2023-12-04T00:00:00-05:00</article_dateline>  <iso_article_dateline>2023-12-04T00:00:00-05:00</iso_article_dateline>  <gmt_article_dateline>2023-12-04T00:00:00-05:00</gmt_article_dateline>  <article_url><![CDATA[https://grad.gatech.edu/2023-wrapped-a-glimpse-into-our-collective-playlist]]></article_url>  <media>          <item><![CDATA[672502]]></item>      </media>  <hg_media>          <item>          <nid>672502</nid>          <type>image</type>          <title><![CDATA[wrapped.png]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[wrapped.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/12/05/wrapped.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/12/05/wrapped.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/12/05/wrapped.png?itok=M5zDflHH]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Person listening to record player]]></image_alt>                              <created>1701785903</created>          <gmt_created>2023-12-05 14:18:23</gmt_created>          <changed>1701785903</changed>          <gmt_changed>2023-12-05 14:18:23</gmt_changed>      </item>      </hg_media>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>    <userdata><![CDATA[]]></userdata></node><node id="671078">  <title><![CDATA[Ph.D. Students Earn Chih Graduate Student Research Publication Award]]></title>  <uid>36249</uid>  <body><![CDATA[<p>The Chih Foundation awards graduate students whose research publication(s) reflect invention for the betterment of society.&nbsp;</p><p>This year, four Ph.D. students received the award for their passion for research and publication and their value of putting the needs of others above personal interest. Each awardee will receive $2,500 to pursue their research.&nbsp;</p><p>“These students exemplify the Georgia Tech vision to ‘push the boundaries of research while focusing on the most consequential questions and problems faced by humanity,’” said Bonnie Ferri, vice provost for Graduate and Postdoctoral Education. “Their valuable contributions are appreciated and reflect the spirit of innovation and commitment fostered at our institution.”&nbsp;</p><p>Congratulations to the following Chih Foundation Student Research Publication Award recipients:&nbsp;</p><ul><li><strong>Andrés-Felipe Castro-Méndez, Ph.D. Student in Materials Science and Engineering</strong><br /><em>Empowering Change with Perovskite Solar Cells: Addressing Climate Change and Power Grid Disconnection</em><br />&nbsp;</li><li><strong>Dongsuk Sung, Ph.D. Student in Biomedical Engineering</strong><br /><em>First Principles Modeling of Brain Temperature for Application in Brain Injury and Ischemia</em><br />&nbsp;</li><li><strong>Hantian Zhang, Ph.D. Student in Computer Science</strong><br /><em>OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning</em><br />&nbsp;</li><li><strong>Vanessa Oguamanam, Ph.D. Student in Computer Science</strong><br /><em>Leveraging Digital Health Innovation to Combat Mental Health Inequities Among Perimatal Black Women</em></li></ul><p>In recognition of their achievements, the Chih Foundation award recipients will present their research at a ceremony on November 16. Additionally, recipients will have the unique opportunity to engage with the Foundation's donors.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1700075970</created>  <gmt_created>2023-11-15 19:19:30</gmt_created>  <changed>1700156829</changed>  <gmt_changed>2023-11-16 17:47:09</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The Chih Foundation awards graduate students whose research publication(s) reflect invention for the betterment of society. ]]></teaser>  <type>news</type>  <sentence><![CDATA[The Chih Foundation awards graduate students whose research publication(s) reflect invention for the betterment of society. ]]></sentence>  <summary><![CDATA[<p>The Chih Foundation awards graduate students whose research publication(s) reflect invention for the betterment of society.&nbsp;</p>]]></summary>  <dateline>2023-11-15T00:00:00-05:00</dateline>  <iso_dateline>2023-11-15T00:00:00-05:00</iso_dateline>  <gmt_dateline>2023-11-15 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p>Sara Franc<br /><a href="mailto:sara.franc@gatech.edu">sara.franc@gatech.edu</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>672394</item>      </media>  <hg_media>          <item>          <nid>672394</nid>          <type>image</type>          <title><![CDATA[Chih_1200x628_2023.jpg]]></title>          <body><![CDATA[<p>From left to right: Andrés-Felipe Castro Méndez, Dongsuk Sung, Vanessa Oguamanam, and Hantian Zhang</p>]]></body>                      <image_name><![CDATA[Chih_1200x628_2023.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/11/15/Chih_1200x628_2023.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/11/15/Chih_1200x628_2023.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/11/15/Chih_1200x628_2023.jpg?itok=i4GWrdZL]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Chih Graduate Student Research Publication award recipients]]></image_alt>                    <created>1700075981</created>          <gmt_created>2023-11-15 19:19:41</gmt_created>          <changed>1700075981</changed>          <gmt_changed>2023-11-15 19:19:41</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="670120">  <title><![CDATA[Emmy Hughes Chosen for ARCS Scholar Award]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Emmy Hughes, a Ph.D. candidate in the <a href="https://eas.gatech.edu/">School of Earth and Atmospheric Sciences</a> at Georgia Tech has been selected as a recipient of the Achievement Rewards for College Scientists (ARCS) Scholar Foundation award. Hughes, who specializes in planetary science, will join 11 returning scholars from Tech who were previously recognized by ARCS as outstanding doctoral students.</p><p>Scholars are selected annually by qualifying departments of science, engineering, and medical research within the <a href="https://www.arcsfoundation.org/national-homepage">ARCS Foundation</a>’s 51 academic partner universities. Hughes was nominated by her advisor, Professor <a href="https://wray.eas.gatech.edu/">James Wray</a>.&nbsp;</p><p>“It is a tremendous honor,” said Hughes. “It is an amazing thing to have your advisor nominate you for something like this because it’s a great vote of confidence in your ability.”</p><p>“Emmy is a truly exceptional young scientist,” said Wray. “She has a broad scientific skillset that she capably applies to a range of projects, driven by innate curiosity and immense enthusiasm. Her talent, passion, and positivity have hugely reinvigorated my research group; I am so proud to be her advisor. She is an outstanding representative for our School and College within Georgia Tech and for the Institute as a whole.”</p><p>Hughes is a planetary geologist primarily focused on the history and surface of Mars. &nbsp;</p><p>“There’s a lot of things that tell geologists today that there was once water on Mars,” said Hughes. “I’m particularly interested in the geologic history of Mars and the surface of Mars and what that can tell us about the ancient history of water on the Martian surface.”</p><p>Hughes’ work is focused on using salts and other materials like amorphous silica to learn about the temperature of the water that was present and how long it was there. This involves using data from the surface of Mars. The ARCS award provides scholars $7,500 in unrestricted funding. These funds will support Hughes in conducting experiments required for her thesis.</p><p>“This is something that I have been wanting to do,” said Hughes. “I proposed it in my thesis proposal draft, and we hadn’t figured out a way to fund it, and I’m totally going to be able to do it now. I am appreciative of the fact that it doesn’t have strings attached. I think that gives people great flexibility.” &nbsp;</p><p>A scholars’ award ceremony will be held in November to honor the Atlanta chapter’s recipients.&nbsp;</p><p><em>The ARCS fellowship is made possible each year by way of the fundraising and continuous generous support of the ARCS Foundation Atlanta Chapter.&nbsp;</em></p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1696276244</created>  <gmt_created>2023-10-02 19:50:44</gmt_created>  <changed>1700072818</changed>  <gmt_changed>2023-11-15 18:26:58</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Emmy Hughes, a Ph.D. candidate in the  School of Earth and Atmospheric Sciences at Georgia Tech has been selected as a recipient of the Achievement Rewards for College Scientists (ARCS) Scholar Foundation award.]]></teaser>  <type>news</type>  <sentence><![CDATA[Emmy Hughes, a Ph.D. candidate in the  School of Earth and Atmospheric Sciences at Georgia Tech has been selected as a recipient of the Achievement Rewards for College Scientists (ARCS) Scholar Foundation award.]]></sentence>  <summary><![CDATA[<p>Emmy Hughes, a Ph.D. candidate in the &nbsp;School of Earth and Atmospheric Sciences at Georgia Tech has been selected as a recipient of the Achievement Rewards for College Scientists (ARCS) Scholar Foundation award.</p>]]></summary>  <dateline>2023-10-02T00:00:00-04:00</dateline>  <iso_dateline>2023-10-02T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-10-02 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto: sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>671935</item>      </media>  <hg_media>          <item>          <nid>671935</nid>          <type>image</type>          <title><![CDATA[emmyHughes3.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[emmyHughes3.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/10/04/emmyHughes3.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/10/04/emmyHughes3.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/10/04/emmyHughes3.jpg?itok=UUfuk9TU]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Emmy Hughes]]></image_alt>                    <created>1696428473</created>          <gmt_created>2023-10-04 14:07:53</gmt_created>          <changed>1696428473</changed>          <gmt_changed>2023-10-04 14:07:53</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="193234"><![CDATA[Campaign Stories]]></category>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="193234"><![CDATA[Campaign Stories]]></term>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="192254"><![CDATA[cos-climate]]></keyword>          <keyword tid="192259"><![CDATA[cos-students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="640120">  <title><![CDATA[Assistant Vice Provost Offers Strategies, Resources for Conflict Resolution ]]></title>  <uid>34838</uid>  <body><![CDATA[<p><strong>Article by Autumn Siebold</strong></p><p><strong><em>Revised on Nov. 10, 2023</em></strong></p><p>Whether the issue is being credited in a study or disagreeing over grade policies, Kyla Ross knows academic issues are best solved by people familiar with academia. That’s one of the reasons why she applied to be the assistant vice provost for Advocacy and Conflict Resolution.</p><p>“Since I’ve held faculty positions at multiple institutions and was previously a postdoctoral fellow and graduate student myself, I can approach each conflict I’m working through with empathy,” Ross said. “I find it motivating to not only help faculty, postdocs, and students with their current challenges, but also to equip them with helpful strategies for future conflicts they may experience. I welcome the opportunity to consult with them so that more in our community learn how to leverage the positives while limiting the negatives of conflict.”</p><p>Ross completed her Ph.D. in Biomedical Engineering at Georgia Tech and Emory University in 2006. Next, she served as a postdoctoral fellow in the National Institutes of Health-funded Fellowships in Research and Science Teaching (FIRST) Program. In 2008, Ross&nbsp;joined the faculty at Georgia State University,&nbsp;and then returned to Tech in 2016 as the director of graduate training in Biomedical Engineering.</p><p>“My diverse experiences&nbsp;have helped me gain perspective as an administrator, teacher, and coach," Ross said. "I've helped students and faculty navigate advisor/advisee relationships. And over time, I've developed an appreciation for the ways that people communicate. I&nbsp;wanted to teach others how to connect even in difficult situations, so when I saw this job ad, it felt like it was written for me.”</p><p>We asked Ross about how she helps students, postdocs, and faculty, and how people can work through conflict in their own lives. Here’s what she said.<br /><br /><strong>Who do you work with on campus, and what are some of the most common inquiries you receive?&nbsp;</strong></p><p>I serve faculty, postdocs, and graduate and undergraduate students. When it comes to students, a lot of grievances that I receive are about course concerns like grading or class policies.</p><p>Common concerns reported by graduate students and postdocs include communication challenges with their advisors and disputes regarding authorship and publication. For example, graduate students and postdocs might need to clarify authorship order when working on a research project.</p><p>In addition, faculty often come to me requesting strategies for how to maintain positive work relationships with their advisees and colleagues.<br /><br /><strong>What is the process for a student to submit an academic grievance? </strong></p><p>Students may file an academic grievance through an <a href="https://contact.gatech.edu/academicgrievance">online form</a>. Once submitted, I investigate and seek resolution on the case. The first step is to get curious about the perspective of each individual involved and talk with them. I often also connect and consult with campus units, like the Office of Disability Services or the Dean of Students, to investigate further and to ensure that the solution adheres to campus policy.<br /><br /><strong>Describe what your day-to-day job entails.&nbsp; &nbsp;</strong></p><p>Most of my days involve some combination of consulting, coaching, interviewing, and writing. Even if an individual doesn’t want to file a formal complaint, people can email me about any concerns. I host sessions on how people can navigate challenging conversations and manage conflict, as well as consultations to teach communication and conflict resolution skills. When people do choose to file a complaint, I’m available to investigate the concerns and mediate when needed.<br /><br /><strong>What is the most satisfying part of your job?&nbsp;</strong></p><p>I like knowing that I can help the people who&nbsp;come to me. Sometimes, the conflicts I’m dealing with are quite challenging and individuals are entrenched in their own positions. When that happens, it’s very satisfying to detangle the problem and help everyone involved find closure.<br /><br /><strong>What is the most challenging part of your job, and how do you deal with it?&nbsp;</strong></p><p>At times, it can be challenging for all parties to achieve closure. For example, we might have found a resolution that all have agreed to, and then one party shares information that changes the best way forward. To avoid getting frustrated myself, I try not to get attached to one party’s needs, so that it's easier to determine what will help everyone involved. I also remain focused on my own emotions, particularly when it's&nbsp;clear that others’ emotions are running strong. Even if the solution we come up with doesn’t totally solve things for all parties, I seek the best possible outcome for all involved. &nbsp;<br /><br /><strong>Can you provide a couple of strategies for handling conflict?</strong></p><p>First, check out the resources we have to offer, which include&nbsp;workshops on active listening and effective communication. These can help you manage conflict if and when it arises. Students can reach out to me by email to ask about attending these workshops.</p><p>When it comes to working through conflicts, maintaining open communication with people goes a long way. It’s healthy to disagree but being mindful of how you’re coming across will help you to avoid confrontation. This mostly comes down to being self-aware. It's important to remember that the only person that you can control is you<em>.&nbsp; </em><br /><br />For more information, visit <a href="https://provost.gatech.edu/reporting-units/conflict-resolution-ombuds">provost.gatech.edu</a>.</p>]]></body>  <author>asiebold3</author>  <status>1</status>  <created>1602525531</created>  <gmt_created>2020-10-12 17:58:51</gmt_created>  <changed>1699630483</changed>  <gmt_changed>2023-11-10 15:34:43</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Find out how Kyla Ross, the assistant vice provost for Advocacy and Conflict Resolution, can help members of the academic campus community deal with conflict. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Find out how Kyla Ross, the assistant vice provost for Advocacy and Conflict Resolution, can help members of the academic campus community deal with conflict. ]]></sentence>  <summary><![CDATA[<p>Find out how Kyla Ross, the assistant vice provost for advocacy and conflict resolution, can help members of the academic campus community deal with conflict.&nbsp;</p>]]></summary>  <dateline>2020-10-12T00:00:00-04:00</dateline>  <iso_dateline>2020-10-12T00:00:00-04:00</iso_dateline>  <gmt_dateline>2020-10-12 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:kyla.ross@gatech.edu">Kyla Ross</a><br />Assistant Vice Provost for Advocacy and Conflict Resolution</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>640121</item>      </media>  <hg_media>          <item>          <nid>640121</nid>          <type>image</type>          <title><![CDATA[Kyla Ross]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[VPGEFD_kyla.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/images/VPGEFD_kyla.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/VPGEFD_kyla.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/VPGEFD_kyla.jpg?itok=nmZrcraO]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[]]></image_alt>                    <created>1602525832</created>          <gmt_created>2020-10-12 18:03:52</gmt_created>          <changed>1602525832</changed>          <gmt_changed>2020-10-12 18:03:52</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="249231"><![CDATA[Postdoctoral Services]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="1506"><![CDATA[faculty]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="670845">  <title><![CDATA[Virtual Recruitment Event Attracts More Than 850 Prospects Worldwide]]></title>  <uid>36249</uid>  <body><![CDATA[<p><em>Revised on Nov. 2</em></p><p>Over 850 prospective graduate students gathered on October 20 for the 3rd annual “Virtual Graduate School Showcase Hosted by Georgia Tech," a collaboration between Pre-Graduate and Pre-Professional Advising and the Office of Graduate Education. This free event connects prospective students from around the world with program recruiters from Georgia Tech and non-Georgia Tech institutions across the U.S. and abroad.&nbsp;</p><p>“Covid pushed for online interaction, and we have kept it in recruiting because it helps to remove previous equity issues of students reaching us,” said Mack Carter, graduate program coordinator at the University of Washington, Seattle. “The [Showcase] allows for a large platform online to draw in more students that otherwise might be missed.”&nbsp;</p><p>This year's event marked a record-breaking achievement for the Showcase, with 1,758 prospective students registering for the event, nearly 500 more registrations compared to the 2022 event.&nbsp;</p><p>"What started out as an idea on how to create an innovative way for pre-graduate advising to support Tech's strategic plan by connecting globally and expanding access during Covid-19 has resulted in a strong, rewarding cross-unit collaboration that has continued to grow," said Susan Belmonte, the Showcase founder and chair and assistant director of pre-graduate advising. "I am so grateful and proud to have the honor to work with the talented members of the planning committee to make each year better than the last."</p><p>The Showcase featured a student-led panel with current Tech grad students who offered prospective students the opportunity to learn about the application process and life at Tech for grad students from first-hand accounts. There were also info sessions hosted by the Office of Graduate Education, the Office of International Education, and the Georgia Tech Language Institute that focused on graduate admission and life at Tech.&nbsp;</p><p>“What I always enjoy, the number of students that come to ask questions from different areas, particularly those within the U.S. that we find difficult to reach due to distance or lack of attendance at conferences,” said Carter. “I have students that will stay for two hours just to collect advice on applying to grad school.”&nbsp;</p><p>Before and after the Showcase, participating programs received lists of prospective students who registered to help them focus their own recruitment efforts on those who expressed interest in the programs.&nbsp;</p><p>Graduate program representatives who want to learn more about how to participate in the 2024 Showcase should send an email to <a href="mailto:gtgradshowcase@gatech.edu">gtgradshowcase@gatech.edu</a> to be added to the mailing list for future communications regarding this event.&nbsp;</p><p>The Showcase Planning Committee includes Susan Belmonte, chair; Nazanin Tork, vice chair; Sara Franc, communications and graphic design; Scott Green, website applications and IT hero of Showcase; Brittani Hill, digital marketing; Monique Morris, accounting; and Jon Reid, web development.&nbsp;<br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1698871019</created>  <gmt_created>2023-11-01 20:36:59</gmt_created>  <changed>1698944427</changed>  <gmt_changed>2023-11-02 17:00:27</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Over 850 prospective graduate students gathered for the 3rd annual “Virtual Graduate School Showcase Hosted by Georgia Tech” on October 20. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Over 850 prospective graduate students gathered for the 3rd annual “Virtual Graduate School Showcase Hosted by Georgia Tech” on October 20. ]]></sentence>  <summary><![CDATA[<p>Over 850 prospective graduate students gathered for the 3rd annual “Virtual Graduate School Showcase Hosted by Georgia Tech” on October 20.&nbsp;</p>]]></summary>  <dateline>2023-11-01T00:00:00-04:00</dateline>  <iso_dateline>2023-11-01T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-11-01 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>      </media>  <hg_media>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="669798">  <title><![CDATA[Six Sciences Graduate Scholars Join the Ranks of Haley Fellows]]></title>  <uid>34434</uid>  <body><![CDATA[<p><span><span><span><span><span><span>The </span></span></span></span></span></span><span><span><span><strong><span><span>College of Sciences</span></span></strong></span></span></span><span><span><span><span><span><span> congratulates six of its graduate scholars who have won </span></span></span></span></span></span><span><span><span><strong><span><span>Herbert P. Haley Fellowships</span></span></strong></span></span></span><span><span><span><span><span><span> for the 2023-24 school year.</span></span></span></span></span></span></p><p><span><span><span><span><span><span>The new Haley Fellows are:</span></span></span></span></span></span></p><ul><li><a href="https://microdynamics.gatech.edu/jessica-deutsch-october-2021"><span><span><span><strong><span><span><span>Jessica Deutsch</span></span></span></strong></span></span></span></a><span><span><span><span><span><span>, </span></span></span></span></span></span><a href="https://chemistry.gatech.edu/"><span><span><span><span><span><span><span>School of Chemistry and Biochemistry</span></span></span></span></span></span></span></a></li><li><a href="https://www.linkedin.com/in/quynhnguyen282?challengeId=AQH8LRNddWhshAAAAYqZ4VN17fHkwkiMNxyPgVsidIMT4VYmsXBKzQSCQqoJSKJH6P5eumm8B5HT_ZUnHf1CAfwEkP-IUiB6-w&amp;submissionId=7ec9f361-8622-8517-b2c4-9f7cd1936b38&amp;challengeSource=AgHzGRy54uwuewAAAYqZ4V1NuZu5xZuYq4dnLv1DC-uq_kKvxeA057dtsHdBLYY&amp;challegeType=AgEHVeojy6AUbwAAAYqZ4V1Rv9euFNU1jwHCTjTWcYKh6TWm6JKjfVo&amp;memberId=AgHpH4_IRPOciwAAAYqZ4V1U9lqINadggCZJ1xF1T_tJMMo&amp;recognizeDevice=AgGQxMVSJYNiQQAAAYqZ4V1Yv2TfKtRWA9MXgQ5EOVnynZoHW0SI"><span><span><span><strong><span><span><span>Quynh Nguyen</span></span></span></strong></span></span></span></a><span><span><span><span><span><span>, </span></span></span></span></span></span><a href="https://chemistry.gatech.edu/"><span><span><span><span><span><span><span>School of Chemistry and Biochemistry</span></span></span></span></span></span></span></a></li><li><a href="https://www.linkedin.com/in/eliza-gazda"><span><span><span><strong><span><span><span>Eliza Gazda</span></span></span></strong></span></span></span></a><span><span><span><span><span><span>, </span></span></span></span></span></span><a href="https://physics.gatech.edu/"><span><span><span><span><span><span><span>School of Physics</span></span></span></span></span></span></span></a></li><li><a href="https://www.linkedin.com/in/sydney-popsuj-91233b117"><span><span><span><strong><span><span><span>Sydney Popsuj</span></span></span></strong></span></span></span></a><span><span><span><span><span><span>, </span></span></span></span></span></span><a href="https://biosciences.gatech.edu/"><span><span><span><span><span><span><span>School of Biological Sciences</span></span></span></span></span></span></span></a></li><li><a href="https://eas.gatech.edu/people/ramirez-colon-jose"><span><span><span><strong><span><span><span>Jose Luis Ramirez-Colón</span></span></span></strong></span></span></span></a><span><span><span><strong><span><span>, </span></span></strong></span></span></span><a href="https://eas.gatech.edu/home"><span><span><span><span><span><span><span>School of Earth and Atmospheric Sciences</span></span></span></span></span></span></span></a></li><li><a href="https://www.linkedin.com/in/sidneyscottsharoni"><span><span><span><strong><span><span><span>Sidney Scott-Sharoni</span></span></span></strong></span></span></span></a><span><span><span><span><span><span>, </span></span></span></span></span></span><a href="https://psychology.gatech.edu/"><span><span><span><span><span><span><span>School of Psychology</span></span></span></span></span></span></span></a></li></ul><p><span><span><span><span><span><span>Haley scholars receive a one-time merit award of up to $4,000 thanks to the generosity of the late Marion Peacock Haley. Haley’s estate established the creation of merit-based graduate fellowships at Georgia Tech in honor of her late husband, Herbert P. Haley (ME 1933). It is an award which may be held in conjunction with other funding, assistantships, or fellowships, if applicable.&nbsp;</span></span></span></span></span></span></p><p><span><span><span><strong><span><span>Meet the Haley Fellows</span></span></strong></span></span></span></p><h3><span><span><span><span><span><span>Jessica Deutsch</span></span></span></span></span></span></h3><p><span><span><span><strong><span><span>Jessica Deutsch </span></span></strong></span></span></span><span><span><span><span><span><span>is a fifth-year Ph.D. student studying analytical chemistry. “One of the most intriguing aspects of analytical chemistry is that the field focuses on studying invisible things in order to make sense of the visible,” Deuthsch says. “I am researching a deadly coral disease that affects Florida and Caribbean reefs. I aim to provide insight into how this disease impacts the production of small molecules using a mass spectrometry-based approach, which can provide insight into how relationships between the coral animal, algae, and bacteria may be impacted by this disease.”</span></span></span></span></span></span></p><p><span><span><span><span><span><span>She wishes to thank Assistant Professor </span></span></span></span></span></span><a href="https://chemistry.gatech.edu/people/neha-garg"><span><span><span><strong><span><span><span>Neha Garg</span></span></span></strong></span></span></span></a><span><span><span><strong><span><span> </span></span></strong></span></span></span><span><span><span><span><span><span>“for her mentorship and the opportunities she has provided that have enabled me to develop my research skills.”</span></span></span></span></span></span><br />&nbsp;</p><h3><span><span><span><span><span><span>Quynh Nguyen</span></span></span></span></span></span></h3><p><span><span><span><strong><span><span>Quynh Nguyen</span></span></strong></span></span></span><span><span><span><span><span><span> is a third-year Ph.D. student looking into phase- and shape-controlled synthesis of nanocrystals for catalysis and energy-related applications. “What fascinates me is the ability to manipulate matter at the nanoscale to drive sustainable advances,” Nguyen says. “This field places me at the exciting intersection of chemistry, materials science, and nanotechnology, aiming to address current challenges in sustainability and renewable energy.”</span></span></span></span></span></span></p><p><span><span><span><span><span><span>Nguyen’s Ph.D. advisor is </span></span></span></span></span></span><a href="https://chemistry.gatech.edu/people/younan-xia"><span><span><span><strong><span><span><span>Younan Xia</span></span></span></strong></span></span></span></a><span><span><span><strong><span><span>, </span></span></strong></span></span></span><span><span><span><span><span><span>professor, Brock Family Chair and Georgia Research Alliance Eminent Scholar in Nanomedicine. “Xia's guidance and expertise have been instrumental in shaping my research focus and methodology. Beyond the lab, he has consistently encouraged me to pursue opportunities that contribute to both my academic and professional development, for which I am immensely grateful.”</span></span></span></span></span></span></p><h3><span><span><span><span><span><span>Eliza Gazda</span></span></span></span></span></span></h3><p><span><span><span><strong><span><span>Eliza Gazda, </span></span></strong></span></span></span><span><span><span><span><span><span>a fifth-year graduate scholar, is working in the field of multi-messenger particle astrophysics.</span></span></span></span></span></span></p><p><span><span><span><span><span><span>Gazda designed, tested, and integrated a telescope camera which was the payload on a scientific balloon launched in May.</span></span></span></span></span></span><span><span><span><strong><span><span> </span></span></strong></span></span></span><span><span><span><span><span><span>“The telescope launched is the first optical balloon of this type that operated at high altitudes over 30 kilometers,” Gazda says. “Our telescope observed radiative air showers from high energy cosmic rays and particles which travel across the Earth from extreme astrophysical objects like neutron stars and black holes. Once analyzed, this work will give us insight into high energy events that occur in space, and allow us to design and launch future similar telescopes.”</span></span></span></span></span></span></p><p><span><span><span><strong><span><span>&nbsp;</span></span></strong></span></span></span><span><span><span><span><span><span>Gazda’s mentor is Associate Professor </span></span></span></span></span></span><a href="https://physics.gatech.edu/user/a.-nepomuk-otte"><span><span><span><strong><span><span><span>Nepomuk Otte,</span></span></span></strong></span></span></span></a><span><span><span><strong><span><span> </span></span></strong></span></span></span><span><span><span><span><span><span>“who guided me in the past through a summer internship at Georgia Tech and inspired me to come back to work on my Ph.D. here. Not only has he taught me lab skills, but he helps me with my career goals, and guides me in exploring our research field, networking, and learning about various disciplines within the field.”</span></span></span></span></span></span></p><h3><span><span><span><span><span><span>Sydney Popsuj&nbsp;</span></span></span></span></span></span></h3><p><span><span><span><span><span><span>A fifth-year Ph.D. student, </span></span></span></span></span></span><span><span><span><strong><span><span>Sydney Popsuj</span></span></strong></span></span></span><span><span><span><span><span><span> is researching the gene Dkk3 and how it might regulate neurodevelopment and neurodegeneration in tunicates, close siblings to vertebrates. “This gene is implicated in Alzheimer's disease and dementia, but because it is hard to study in disease models, we don't have a strong grasp on the general functionality of the gene. I am using tunicates as a model system to study because they are biphasic, meaning they have both a larval and adult stage. This work is very exciting to me because it incorporates large scale evolutionary questions, while also having an impact on better understanding a gene that seems quite important to diseases and disorders.”</span></span></span></span></span></span></p><p><span><span><span><span><span><span>Popsuj thanks Georgia Tech faculty members </span></span></span></span></span></span><span><span><span><strong><span><span>Shuyi Nie</span></span></strong></span></span></span><span><span><span><span><span><span>, </span></span></span></span></span></span><span><span><span><strong><span><span>Joe LaChance</span></span></strong></span></span></span><span><span><span><span><span><span>, </span></span></span></span></span></span><span><span><span><strong><span><span>Patrick McGrath</span></span></strong></span></span></span><span><span><span><span><span><span>, </span></span></span></span></span></span><span><span><span><strong><span><span>Tim Cope</span></span></strong></span></span></span><span><span><span><span><span><span>, and </span></span></span></span></span></span><span><span><span><strong><span><span>Billie Swalla</span></span></strong></span></span></span><span><span><span><span><span><span> at the University of Washington “for pushing me to find new and exciting avenues into how to relate and generalize my work. These mentors have also encouraged me to expand outside my comfort zone in academics and to embrace new technologies and approaches that will hopefully further expand methods and protocols available to tunicate researchers.”</span></span></span></span></span></span></p><h3><span><span><span><span><span><span>Jose Luis Ramirez-Colón</span></span></span></span></span></span></h3><p><span><span><span><span><span><span>A third-year graduate scholar, </span></span></span></span></span></span><span><span><span><strong><span><span>Jose Luis Ramirez-Colón “</span></span></strong></span></span></span><span><span><span><span><span><span>has always been fascinated by the question of where we come from, and my time at Georgia Tech has been dedicated to using science as a tool to further explore this question.” His research focuses on exploring the organic inventory present in carbonaceous chondrites, meteorites that are like time capsules from the early days of the Solar System.&nbsp;</span></span></span></span></span></span></p><p><span><span><span><span><span><span>“Many organic classes present in all life as we know it, such as amino acids, sugars, and nucleobases, have been detected in these meteorites; therefore, there’s this idea that these meteorites might've delivered these essential building blocks to early Earth to kick-start life as we know it,” Ramirez-Colón says. His mission at Georgia Tech is to develop methods to detect, extract, and characterize those building blocks.&nbsp;</span></span></span></span></span></span></p><p><span><span><span><span><span><span>Ramirez-Colón wants to acknowledge “the remarkable contributions of my advisor and mentor, </span></span></span></span></span></span><a href="https://eas.gatech.edu/people/carr-dr-christopher"><span><span><span><strong><span><span><span>Christopher Carr</span></span></span></strong></span></span></span></a><span><span><span><span><span><span>, who has played a pivotal role in propelling my journey as an advancing Puerto Rican scientist. Carr not only granted me the freedom to pursue the questions that have always ignited my passion for science, but also equipped me with the essential tools and resources needed to conduct meaningful research.”</span></span></span></span></span></span></p><h3><span><span><span><span><span><span>Sidney Scott-Sharoni</span></span></span></span></span></span></h3><p><span><span><span><strong><span><span>Sidney Scott-Sharoni </span></span></strong></span></span></span><span><span><span><span><span><span>is entering her fourth year of Ph.D. studies. An engineering psychology major, Scott-Sharoni focuses on “understanding how humans interact and conceptualize artificial intelligence devices,” she explains.&nbsp;</span></span></span></span></span></span></p><p><span><span><span><span><span><span>“Specifically, I investigate creative methods to convey information to calibrate users’ trust, and understand their psychological well-being, most often in automated vehicles,” Scott-Sharoni says. “I love my area of research because it combines the study of people with the study of innovative technology. I feel like I am researching the people of the future!”</span></span></span></span></span></span></p><p><span><span><span><strong><span><span>&nbsp;</span></span></strong></span></span></span><span><span><span><span><span><span>Scott-Sharoni’s advisor, Professor </span></span></span></span></span></span><a href="http://sonify.psych.gatech.edu/~walkerb/"><span><span><span><strong><span><span><span>Bruce Walker</span></span></span></strong></span></span></span></a><span><span><span><span><span><span>, “has significantly helped my personal and professional development as a researcher. I am very grateful for his continued mentorship throughout my graduate education.”</span></span></span></span></span></span></p><p>&nbsp;</p>]]></body>  <author>Renay San Miguel</author>  <status>1</status>  <created>1695221955</created>  <gmt_created>2023-09-20 14:59:15</gmt_created>  <changed>1697579344</changed>  <gmt_changed>2023-10-17 21:49:04</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The College of Sciences graduate students were chosen as 2023-24 Herbert P. Haley Fellowships for their research and academic achievements ]]></teaser>  <type>news</type>  <sentence><![CDATA[The College of Sciences graduate students were chosen as 2023-24 Herbert P. Haley Fellowships for their research and academic achievements ]]></sentence>  <summary><![CDATA[<p>The College of Sciences graduate students were chosen as 2023-24 Herbert P. Haley Fellowships for their research and academic achievements.<br />&nbsp;</p>]]></summary>  <dateline>2023-09-20T00:00:00-04:00</dateline>  <iso_dateline>2023-09-20T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-09-20 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[The College of Sciences graduate students were chosen as 2023-24 Herbert P. Haley Fellowships for their research and academic achievements ]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[renay.san@cos.gatech.edu]]></email>  <location></location>  <contact><![CDATA[<p>Writer: Renay San Miguel<br />Communications Officer II/Science Writer<br />College of Sciences<br />404-894-5209</p><p>Editor: Jess Hunt-Ralston</p><p>&nbsp;</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>671765</item>      </media>  <hg_media>          <item>          <nid>671765</nid>          <type>image</type>          <title><![CDATA[2023 Haley Fellows (clockwise from top left) Jessica Deutsch, Quynh Nguyen, Eliza Gazda, Sydney Popsuj, Jose Luis Ramirez-Colon, Sidney Scott-Sharoni.jpg]]></title>          <body><![CDATA[<p>2023 Haley Fellows (clockwise from top left) Jessica Deutsch, Quynh Nguyen, Eliza Gazda, Sydney Popsuj, Jose Luis Ramirez-Colon, Sidney Scott-Sharoni.jpg</p>]]></body>                      <image_name><![CDATA[2023 Haley Fellows (clockwise from top left) Jessica Deutsch, Quynh Nguyen, Eliza Gazda, Sydney Popsuj, Jose Luis Ramirez-Colon, Sidney Scott-Sharoni.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/09/20/2023%20Haley%20Fellows%20%28clockwise%20from%20top%20left%29%20Jessica%20Deutsch%2C%20Quynh%20Nguyen%2C%20Eliza%20Gazda%2C%20Sydney%20Popsuj%2C%20Jose%20Luis%20Ramirez-Colon%2C%20Sidney%20Scott-Sharoni.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/09/20/2023%20Haley%20Fellows%20%28clockwise%20from%20top%20left%29%20Jessica%20Deutsch%2C%20Quynh%20Nguyen%2C%20Eliza%20Gazda%2C%20Sydney%20Popsuj%2C%20Jose%20Luis%20Ramirez-Colon%2C%20Sidney%20Scott-Sharoni.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/09/20/2023%2520Haley%2520Fellows%2520%2528clockwise%2520from%2520top%2520left%2529%2520Jessica%2520Deutsch%252C%2520Quynh%2520Nguyen%252C%2520Eliza%2520Gazda%252C%2520Sydney%2520Popsuj%252C%2520Jose%2520Luis%2520Ramirez-Colon%252C%2520Sidney%2520Scott-Sharoni.jpg?itok=kHZHGErS]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[2023 Haley Fellows (clockwise from top left) Jessica Deutsch, Quynh Nguyen, Eliza Gazda, Sydney Popsuj, Jose Luis Ramirez-Colon, Sidney Scott-Sharoni.jpg]]></image_alt>                    <created>1695224540</created>          <gmt_created>2023-09-20 15:42:20</gmt_created>          <changed>1695224540</changed>          <gmt_changed>2023-09-20 15:42:20</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://cos.gatech.edu/news/college-sciences-celebrates-six-new-haley-fellows]]></url>        <title><![CDATA[College of Sciences Celebrates Six New Haley Fellows]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="1278"><![CDATA[College of Sciences]]></group>          <group id="364801"><![CDATA[School of Earth and Atmospheric Sciences (EAS)]]></group>          <group id="1275"><![CDATA[School of Biological Sciences]]></group>          <group id="85951"><![CDATA[School of Chemistry and Biochemistry]]></group>          <group id="126011"><![CDATA[School of Physics]]></group>          <group id="443951"><![CDATA[School of Psychology]]></group>      </groups>  <categories>          <category tid="141"><![CDATA[Chemistry and Chemical Engineering]]></category>          <category tid="146"><![CDATA[Life Sciences and Biology]]></category>          <category tid="150"><![CDATA[Physics and Physical Sciences]]></category>          <category tid="134"><![CDATA[Student and Faculty]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="141"><![CDATA[Chemistry and Chemical Engineering]]></term>          <term tid="146"><![CDATA[Life Sciences and Biology]]></term>          <term tid="150"><![CDATA[Physics and Physical Sciences]]></term>          <term tid="134"><![CDATA[Student and Faculty]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="4896"><![CDATA[College of Sciences]]></keyword>          <keyword tid="166928"><![CDATA[School of Chemistry and Biochemistry]]></keyword>          <keyword tid="166882"><![CDATA[School of Biological Sciences]]></keyword>          <keyword tid="166926"><![CDATA[School of Earth and Atmospheric Sciences]]></keyword>          <keyword tid="166937"><![CDATA[School of Physics]]></keyword>          <keyword tid="167710"><![CDATA[School of Psychology]]></keyword>          <keyword tid="193062"><![CDATA[Jessica Deutsch]]></keyword>          <keyword tid="193063"><![CDATA[Quynh Nguyen]]></keyword>          <keyword tid="193064"><![CDATA[Eliza Gazda]]></keyword>          <keyword tid="193065"><![CDATA[Sydney Popsuj]]></keyword>          <keyword tid="193066"><![CDATA[Jose Luis Ramirez-Colón]]></keyword>          <keyword tid="189023"><![CDATA[Sidney Scott-Sharoni]]></keyword>          <keyword tid="191234"><![CDATA[Herbert P. Haley Fellowships]]></keyword>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>          <term tid="39441"><![CDATA[Bioengineering and Bioscience]]></term>          <term tid="39501"><![CDATA[People and Technology]]></term>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667681">  <title><![CDATA[National Science Foundation Awards 38 Tech Students Prestigious Fellowship]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Following in the early footsteps of esteemed Nobel laureates, national leaders, and esteemed faculty, 38 of Tech’s graduate students have just been awarded the National Science Foundation Graduate Research Fellowship (NSF GRF).&nbsp;</p><p>More than 12,000 applicants from across the United States apply to the highly sought after Fellowship, but only about 16% of those who apply are offered it. The program recognizes and supports outstanding graduate students in NSF-supported STEM disciplines who are pursuing research-based master’s and doctoral degrees.</p><p>“The success of Georgia Tech’s research mission relies very heavily on the work of our graduate students,” said Bonnie Ferri, vice provost for Graduate and Postdoctoral Education. “We are proud and honored to host the NSF GRF Scholars, who have outstanding accomplishments and potential for research. We are excited to see what they will do with this tremendous opportunity.”</p><p>This year, the NSF also granted an “honorable mention” designation to 11 of Tech’s graduate student applicants. This designation acknowledges the student’s potential for success in future graduate studies and research.&nbsp;</p><p>The Fellowship provides significant financial support to recipients, including a three-year annual stipend of $37,000 along with a $12,00 cost of education allowance for tuition and fees. Recipients also receive access to opportunities for professional development.&nbsp;</p><p>NSF Graduate Research Fellows are anticipated to become knowledge experts who can contribute significantly to research, teaching, and innovations in science and engineering. These individuals are crucial to maintaining and advancing the nation’s technological infrastructure and national security as well as contributing to the economic well-being of society at large.&nbsp;</p><p>The Graduate Research Fellowship has a long history of selecting recipients who achieve high levels of success in their future academic and professional careers. Tech’s fellowship recipients will join an exclusive group of previous fellows. Currently, 42 Fellows have gone on to become Nobel laureates, and more than 450 have become members of the National Academy of Sciences. In addition, the Graduate Research Fellowship Program has a high rate of doctorate degree completion, with more than 70% of students completing their doctorate within 11 years.&nbsp;</p><p>Introducing Tech’s 49 graduate student awardees and honorees for the 2023 NSF Graduate Research Fellowship:&nbsp;</p><p><strong>Chemistry</strong></p><p>•&nbsp;&nbsp; &nbsp;Joshua Saito, chemical synthesis<br />•&nbsp;&nbsp; &nbsp;Caroline Sargent, chemical theory, models, and computational models</p><p><strong>Computing/Interdisciplinary/Engineering</strong></p><p>•&nbsp;&nbsp; &nbsp;Elton Pinto, formal methods, verification, and programming languages<br />•&nbsp;&nbsp; &nbsp;Ashley Boone, human computer interaction<br />•&nbsp;&nbsp; &nbsp;George Stoica, machine learning&nbsp;</p><p><strong>Engineering</strong></p><p>•&nbsp;&nbsp; &nbsp;Preethi Mysore, aeronautical and aerospace engineering<br />•&nbsp;&nbsp; &nbsp;Satvik Kumar, aeronautical and aerospace engineering<br />•&nbsp;&nbsp; &nbsp;Alexander Chipps, aeronautical and aerospace engineering<br />•&nbsp;&nbsp; &nbsp;Afra Nawar, bioengineering<br />•&nbsp;&nbsp; &nbsp;Maxwell Kazman, bioengineering<br />•&nbsp;&nbsp; &nbsp;Kaitlin Jacobson, bioengineering<br />•&nbsp;&nbsp; &nbsp;Emily Heckard, bioengineering<br />•&nbsp;&nbsp; &nbsp;Jamison Siebart, biomedical engineering<br />•&nbsp;&nbsp; &nbsp;Rani Kumar, biomedical engineering<br />•&nbsp;&nbsp; &nbsp;David Pando Gonzalez, chemical engineering<br />•&nbsp;&nbsp; &nbsp;Felicia Oentoro, chemical engineering<br />•&nbsp;&nbsp; &nbsp;Christopher Allen, chemical engineering<br />•&nbsp;&nbsp; &nbsp;Christian Douglas, civil engineering<br />•&nbsp;&nbsp; &nbsp;Jesse Jiang, electrical and electronic engineering<br />•&nbsp;&nbsp; &nbsp;Abel Sapirstein, industrial engineering and operations research<br />•&nbsp;&nbsp; &nbsp;Alina Gorbunova, industrial engineering and operations research<br />•&nbsp;&nbsp; &nbsp;Joseph Boone, industrial engineering and operations research<br />•&nbsp;&nbsp; &nbsp;Jacob Aguirre, industrial engineering and operations research<br />•&nbsp;&nbsp; &nbsp;Abir Muhuri, mechanical engineering<br />•&nbsp;&nbsp; &nbsp;Max Asselmeier, mechanical engineering<br />•&nbsp;&nbsp; &nbsp;Amro Alshareef, robotics</p><p><strong>Geosciences</strong></p><p>•&nbsp;&nbsp; &nbsp;Samuel Ofori, geophysics<br />•&nbsp;&nbsp; &nbsp;Samanatha Motz, hydrology<br />•&nbsp;&nbsp; &nbsp;José Ramírez Colón, planetary science</p><p><strong>Life Sciences</strong></p><p>•&nbsp;&nbsp; &nbsp;James DuBose, ecology<br />•&nbsp;&nbsp; &nbsp;Princess Pinamang, environmental biology<br />•&nbsp;&nbsp; &nbsp;Carlissa Roush, evolutionary biology</p><p><strong>Materials Research</strong></p><p>•&nbsp;&nbsp; &nbsp;Grayson Harrington, computationally intensive research<br />•&nbsp;&nbsp; &nbsp;Henry Kantrow, polymers</p><p><strong>Physics and Astronomy</strong></p><p>•&nbsp;&nbsp; &nbsp;Lila Nassar, quantum sensing for biophysics<br />•&nbsp;&nbsp; &nbsp;Cassandra Shriver, physics of living systems<br />•&nbsp;&nbsp; &nbsp;Adele Payman, plasma physics</p><p><strong>STEM Education and Learning Research</strong></p><p>•&nbsp;&nbsp; &nbsp;Lara Schenck, technology education</p><p><strong>Honorable Mentions</strong></p><p>•&nbsp;&nbsp; &nbsp;Spenser Wipperfurth, climate and large-scale atmospheric dynamics<br />•&nbsp;&nbsp; &nbsp;Alexis Ramsey, microbial biology<br />•&nbsp;&nbsp; &nbsp;John Pederson, chemical theory, models, and computational methods<br />•&nbsp;&nbsp; &nbsp;Liam Ordner, chemical synthesis<br />•&nbsp;&nbsp; &nbsp;Elizabeth Kimmel, aeronautical and aerospace engineering<br />•&nbsp;&nbsp; &nbsp;Dru-Ann Harris, geomorphology<br />•&nbsp;&nbsp; &nbsp;Rachel Harris, electrical and electronic engineering<br />•&nbsp;&nbsp; &nbsp;Haley Bassham, polymers<br />•&nbsp;&nbsp; &nbsp;Kathryn Bairley, photonic materials<br />•&nbsp;&nbsp; &nbsp;Oliver Azevedo, geophysics<br />•&nbsp;&nbsp; &nbsp;Alexander Arbogast, mechanical engineering</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1683642324</created>  <gmt_created>2023-05-09 14:25:24</gmt_created>  <changed>1697127995</changed>  <gmt_changed>2023-10-12 16:26:35</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Following in the early footsteps of esteemed Nobel laureates, national leaders, and esteemed faculty, 38 of Tech’s graduate students have just been awarded the National Science Foundation Graduate Research Fellowship (NSF GRF). ]]></teaser>  <type>news</type>  <sentence><![CDATA[Following in the early footsteps of esteemed Nobel laureates, national leaders, and esteemed faculty, 38 of Tech’s graduate students have just been awarded the National Science Foundation Graduate Research Fellowship (NSF GRF). ]]></sentence>  <summary><![CDATA[<p>Following in the early footsteps of esteemed Nobel laureates, national leaders, and esteemed faculty, 38 of Tech’s graduate students have just been awarded the National Science Foundation Graduate Research Fellowship (NSF GRF).&nbsp;</p>]]></summary>  <dateline>2023-05-09T00:00:00-04:00</dateline>  <iso_dateline>2023-05-09T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-09 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>658042</item>      </media>  <hg_media>          <item>          <nid>658042</nid>          <type>image</type>          <title><![CDATA[NSF Graduate Research Fellowship Program]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[GRFP_Image.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/images/GRFP_Image.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/GRFP_Image.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/GRFP_Image.jpg?itok=unuoli4Z]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[]]></image_alt>                    <created>1652118591</created>          <gmt_created>2022-05-09 17:49:51</gmt_created>          <changed>1652118591</changed>          <gmt_changed>2022-05-09 17:49:51</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>          <category tid="193157"><![CDATA[Student Honors and Achievements]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>          <term tid="193157"><![CDATA[Student Honors and Achievements]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="192249"><![CDATA[cos-community]]></keyword>          <keyword tid="192259"><![CDATA[cos-students]]></keyword>          <keyword tid="187915"><![CDATA[go-researchnews]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="670124">  <title><![CDATA[Help Shape the Future of Georgia Tech: Graduate Student Experience Survey]]></title>  <uid>36249</uid>  <body><![CDATA[<p>The 2023 Graduate Student Experience Survey is your chance to play an essential role in shaping the future of Georgia Tech.&nbsp;</p><p>On October 3, every graduate student will find an email in their student inbox from “Qualtrics” with the subject line “2023 Graduate Student Experience Survey.” This email contains a unique URL, which provides direct access to the survey.&nbsp;</p><p>“We strongly encourage you to participate in this survey,” said James Black, senior academic professional in the Office of Graduate Education. “Your input is crucial in helping us understand the current state of graduate student life and identify areas for improvement. Together, we can work towards making Georgia Tech an even better place for graduate education.”</p><p>The survey is conducted once every few years to quantify various factors that impact the experiences of graduate students at Georgia Tech. This survey is incredibly important. Institute leaders will utilize this data to make strategic investments in programs, support, and resources to improve the graduate student experience in the future.&nbsp;</p><p>The responses from previous Graduate Student Experience Surveys have resulted in changes such as:&nbsp;</p><ul><li>Investments in Institute-level events like Grad Student Appreciation Week and the Fall Welcome and Picnic</li><li>Best Practices for Ph.D. Qualifying Exams</li><li>GT6000</li><li>Enhanced professional development resources</li></ul><p>All responses are confidential and will never be attributed to a specific person; results will only be presented in an aggregate form.&nbsp;</p><p>Questions about the survey can be directed to <a href="mailto: grad.ask@grad.gatech.edu.">grad.ask@grad.gatech.edu.</a> &nbsp;<br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1696339177</created>  <gmt_created>2023-10-03 13:19:37</gmt_created>  <changed>1696449819</changed>  <gmt_changed>2023-10-04 20:03:39</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The 2023 Graduate Student Experience Survey is your chance to play an essential role in shaping the future of Georgia Tech. ]]></teaser>  <type>news</type>  <sentence><![CDATA[The 2023 Graduate Student Experience Survey is your chance to play an essential role in shaping the future of Georgia Tech. ]]></sentence>  <summary><![CDATA[<p>The 2023 Graduate Student Experience Survey is your chance to play an essential role in shaping the future of Georgia Tech.&nbsp;<br />&nbsp;</p>]]></summary>  <dateline>2023-10-03T00:00:00-04:00</dateline>  <iso_dateline>2023-10-03T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-10-03 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto: sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Office of Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>671937</item>      </media>  <hg_media>          <item>          <nid>671937</nid>          <type>image</type>          <title><![CDATA[GSES_600x300_2023.jpg]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[GSES_600x300_2023.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/10/04/GSES_600x300_2023.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/10/04/GSES_600x300_2023.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/10/04/GSES_600x300_2023.jpg?itok=JVwjBue4]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Graduate Student Experience Survey]]></image_alt>                    <created>1696431348</created>          <gmt_created>2023-10-04 14:55:48</gmt_created>          <changed>1696431348</changed>          <gmt_changed>2023-10-04 14:55:48</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="660833">  <title><![CDATA[How to Get the Most out of the All-Majors Career Fair]]></title>  <uid>36249</uid>  <body><![CDATA[<p><em>Updated September 6, 2023</em></p><p><br />The career fair represents possibilities­–all of the potential paths your future could hold laid out before you under one roof. You want to make a good first impression on prospective employers, but it can be overwhelming. &nbsp;<br />&nbsp;<br />“Career fairs can be pretty nerve-wracking,” said Christina Hall, graduate career development advisor in the Office of Graduate and Postdoctoral Education. “The All-Majors Career Fair hosts close to 200 employers each day, so you want to walk into the fair with a strategy.”&nbsp;<br />&nbsp;<br />Hall’s strategy can be boiled down to a simple, catchy rhyme, “What to wear, what to say, and what to put on your resume.” Whether your goal for the career fair is to network, get an idea of who is hiring, or get a job, Hall provides her advice so you can get the most out of the All-Majors Career Fair.&nbsp;</p><h2>Before the Career Fair</h2><p><strong>Research, strategize, prioritize.</strong> Hall recommends you determine the top five employers you want to talk to and rank them in order of high priority to low priority. “Be strategic and rank the employers because it’s a big event, and you have a limited amount of time,” said Hall. “Pick your top five and make those your primary targets. If your top choice has a long line, hit up the other employers first and then go back and wait so you’re making the best use of your time.” The list of employers who are attending the career fair can be found <a href="https://gatech-csm.symplicity.com/events/a166f513ef2a50d7781296166e2a2e60/employers" target="_blank">here</a>.<br />&nbsp;<br /><strong>Prepare a “career fair-friendly” resume.</strong> “For a career fair, a one-page resume is ideal,” said Hall. “Bring a few more copies than you think you will need. We have employers who just show up on the day-of, so there may be someone unexpected there, or you might have some extra time to talk to an employer who you weren’t originally planning to meet.”</p><h2>Day of the Career Fair</h2><p><strong>Follow the business professional dress code (but do wear comfortable shoes). </strong>According to Hall, the attire for the career fair is business professional. Business professional attire means pants (no jeans), closed-toe shoes, button-down shirts, and suits. “Sometimes, students think that they don’t want to be too dressed up,” said Hall. “In my opinion, nobody looks at you negatively for being too dressed up. The issue would always be not being dressed up enough. You want to look professional, but you’re also on your feet. I feel so bad for some of our students because by the end of the fair, I can tell their feet really hurt. Don’t wear heels if they’re not comfortable for you.”&nbsp;<br />&nbsp;<br /><strong>Bring a small bag to carry your essentials.</strong> Backpacks are not allowed on the career fair floor. Hall recommends opting for a small bag packed with your portfolio, multiple copies of your resume, and water.&nbsp;<br />&nbsp;<br /><strong>Arrive early.</strong> “Just like everybody else, the recruiters are more tired towards the end of the day,” said Hall. “If you’re there earlier, they are more energetic and responsive. Towards the end of the day, I don’t think it’s a waste of students’ time to go later on, but just know that you may not get the response that you would have gotten first thing in the morning.”&nbsp;</p><h2>Approaching an Employer</h2><p><strong>Practice with employers who are not one of your top priorities. </strong>“If you get there, and you’re nervous, do a couple practice runs with employers that you are less intimated by so you can get the kinks out before you talk to that top company on your list,” said Hall. “Talk to an employer whose booth is a little bit slower. If you freak out, and you want a minute to practice with somebody, we will have staff available to give you that last-minute boost.”&nbsp;<br />&nbsp;<br /><strong>Be friendly, confident, and demonstrate interest.</strong> “You want to try to be as friendly and positive as possible to make a good impression,” said Hall. “Recruiters are people too. They respond to somebody who is friendly and polite.” According to Hall, students who convey confidence and show that they have researched the company are more likely to stand out to an employer. “It makes the employer feel like you’re not just here to talk to everybody, and you really want to talk to them,” said Hall.&nbsp;<br />&nbsp;<br /><strong>Introduce yourself with a 30-second past, present, and future elevator pitch.</strong> “Rehearse what you’re going to say because the more prepared you are, the easier it is to speak flawlessly and feel confident,” said Hall. “We call it an elevator pitch, and it’s essentially coming up with a 30-second commercial of yourself. Past, present, and future is a good way to go about it: ‘I’ve recently done this, I’m currently doing this, and I would like to do that in the future.’”</p><h2>After the Career Fair</h2><p><strong>Get the recruiter’s business card for a follow-up message.</strong> Hall says that one mistake students often make is not following up with a recruiter after the career fair. “If you meet a recruiter, and you have a great conversation with them, try to see if you can get their specific contact information,” said Hall. “After the fair, you can follow up and thank them for talking to you. Send your resume again because it never hurts to send it one more time and add them on LinkedIn.”&nbsp;<br />&nbsp;<br />The Fall 2023 All-Majors (In Person) Career Fair will be held Monday, Sept. 11 and Tuesday, Sept. 12 from 10 a.m. to 4 p.m. at the Georgia Tech Campus Recreation Center. <a href="https://careerfair.gatech.edu/fall-2023-all-majors-career-fair/">View the list of employers and get more career fair tips here</a>.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1662127879</created>  <gmt_created>2022-09-02 14:11:19</gmt_created>  <changed>1694006035</changed>  <gmt_changed>2023-09-06 13:13:55</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Christina Hall, graduate career development advisor, shares her advice for how you can get the most out of the 2022 All-Majors Career Fair. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Christina Hall, graduate career development advisor, shares her advice for how you can get the most out of the 2022 All-Majors Career Fair. ]]></sentence>  <summary><![CDATA[<p>Christina Hall, graduate career development advisor, shares her advice for how you can get the most out of the 2023 All-Majors Career Fair.</p>]]></summary>  <dateline>2022-09-02T00:00:00-04:00</dateline>  <iso_dateline>2022-09-02T00:00:00-04:00</iso_dateline>  <gmt_dateline>2022-09-02 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>660834</item>      </media>  <hg_media>          <item>          <nid>660834</nid>          <type>image</type>          <title><![CDATA[All-Majors Career Fair]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[CareerFair_800x450_CurrentStudentGradBuzz_2022.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/images/CareerFair_800x450_CurrentStudentGradBuzz_2022.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/images/CareerFair_800x450_CurrentStudentGradBuzz_2022.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/images/CareerFair_800x450_CurrentStudentGradBuzz_2022.jpg?itok=hbjv03n0]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Employers set up with their tables at a career fair]]></image_alt>                    <created>1662127966</created>          <gmt_created>2022-09-02 14:12:46</gmt_created>          <changed>1662127966</changed>          <gmt_changed>2022-09-02 14:12:46</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="1506"><![CDATA[faculty]]></keyword>          <keyword tid="69901"><![CDATA[Postdocs]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="669095">  <title><![CDATA[Mentorship: How to Cultivate a Positive and Productive Mentor-Mentee Connection]]></title>  <uid>36249</uid>  <body><![CDATA[<p>It is valuable and rare to have someone care to invest their time and invest in you early in your career. Breanna Shi, a Ph.D. student in bioinformatics, was lucky to have had many inspiring mentors throughout her college career. Shi’s experience with mentors inspired her to pursue mentorship. &nbsp;</p><p>“Being a mentor is my favorite part of my work,” said Shi. “I have learned so much about student psychology and my own psychology. As scientists, we can neglect the human experience it takes for us all to collaborate. I love thinking of new ways to improve the effectiveness of our communication so we all feel welcomed and valued in our scientific communities.” &nbsp;</p><p>In 2022, Shi started a mentorship group, FishStalkers, which grew from five to 20 members in just one semester. Shi’s mentees have been offered competitive co-ops and internships, awarded prestigious fellowships, presented at research symposiums, and more. &nbsp;</p><p>Shi provides her techniques for cultivating a positive and productive mentor-mentee connection.&nbsp;</p><p><strong>Instill confidence in your mentees.</strong> “Student researchers have a lot of helpful ideas,” said Shi. “They attend courses where they learn about the newest software and theories while you are held up in the lab. You need to try and access this information, but it’s not going to happen if you do not instill the confidence in them that their idea is worth your time, and that it’s okay if the idea doesn’t work out because the contribution is valuable.” &nbsp;</p><ul><li>Shi’s tips for instilling confidence include: &nbsp;<ul><li>Refer to mentees as “researcher” or “student researcher” to dissipate internal separations between undergraduates, master’s, and Ph.D. students working in the lab.&nbsp;</li><li>Tell your mentees when they have taught you something new and when their work has gone above and beyond.&nbsp;</li><li>Support mentees in pursuing their own goals to recognize their personhood.&nbsp;</li></ul></li></ul><p><strong>Lower the standards you set for yourself.</strong> “Most Ph.D. students are perfectionists, and they will put a lot of pressure on themselves in terms of responsibility to a mentee,” said Shi. “You don’t need to be perfect. In fact, if you are perfect around your mentees, you will probably just intimidate them.”&nbsp;</p><p>According to Shi, this pressure can deter Ph.D. students from pursuing mentorship. &nbsp;</p><p>“A lot of people will place barriers on themselves that they do not know enough, or they don’t have enough ‘good work’ for a mentee,” said Shi. “You will make mistakes as a mentor. You and your mentees as people will solve these miscommunications or issues. This is normal and healthy.” &nbsp;</p><p><strong>Humanize yourself. </strong>“Mentees often have an idealized perception of what a Ph.D. student is,” said Shi. “I will point out mistakes I have made in my work to students and encourage them to correct me if they have better information. I do not want to feel smart. I want to do good work and that requires criticism from other parties, including my mentees. Our goal is to increase the comfortability of the mentee while maintaining the professional boundary required of your role.” &nbsp;</p><p><strong>Facilitate situations where the mentee is empowered.</strong> “The important thing I focus on with my students is cross-training,” said Shi. “If one mentee has studied a software, they now become responsible for training other mentees and me. It helps to be intentional in teaching your mentees that knowledge can come from anyone. I think putting knowledge into a hierarchy is overblown and only serves to preserve the status of people at the top rather than allowing for new ideas.” &nbsp;</p><p><strong>Align mentor and mentee goals. </strong>“Goals should not conflict with one another, but this can happen if the mentor does not plan strategically,” said Shi. “The mentor needs to be transparent with what work the mentee needs to complete and the timeline. The mentor should inform the mentee of the amount of time the mentor has to assist the mentee and the appropriate method for contacting you when you need help. It is always best practice to be as specific with what you want rather than assume some ‘should know’ something.”&nbsp;</p><p>Shi has created a mentorship document that outlines her expectations for all new student researchers. &nbsp;</p><p><strong>Communicate expectations.</strong> “We should communicate with each other the experience that we want from the relationship and work towards that goal,” said Shi. “You should align your students’ projects such that they are working towards something that advances your work. Sometimes, you will have motivated students who want to go off and do their own idea. That shows initiative in the student, but you should be direct with them that straying off into projects unrelated to your current research goals will mean that they will receive less oversight/feedback from you.”&nbsp;</p><p><strong>Provide positive feedback.</strong> “A lot of us analytical types may forget that we should point out tasks that are proceeding well along with the things that are going up in flames,” said Shi. “Recognizing quality mentee work is vital to them reproducing that quality of work again. They need to know when they have met your standards.”&nbsp;</p><p><strong>Provide critical feedback.</strong> “You will need to provide critical feedback to the mentee both on work and logistical miscommunications,” said Shi. “Do not shy away from this. If you are uncomfortable with discussing concerns on performance, this is normal, but by ignoring the issue you will deny the mentee from improving in this respect.”&nbsp;</p><p>Shi’s procedure for handling performance issues involves gathering the facts, detangling your emotions, defining the solution, and sending them a message. &nbsp;</p><p>For logistical, non-research issues, Shi recommends keeping records. &nbsp;</p><p>“There is a lot of front-loaded work in creating documentation of expectations, but it really pays off in terms of not dealing with day-to-day logistical questions.”&nbsp;</p><p><strong>Understand the student researcher’s mindset.</strong> “Student researchers often feel insecure in navigating the lab equipment,” said Shi. “Sometimes, their perfectionism will cause them to ask you a lot of questions because they really want to impress you and do things correctly.” &nbsp;</p><p>In these situations, Shi advises mentors to protect their own time while reassuring the mentee in their work. Let them know that you appreciate their effort to do things correctly, but part of research is independence, or let them know that you are unavailable to answer their question and provide a timeline for when they can expect to hear from you. &nbsp;</p><p><strong>Take the <a href="https://ctl.gatech.edu/content/tech-teaching-0">Tech to Teaching program</a> and try your best! </strong>“I highly recommend this [<a href="https://ctl.gatech.edu/content/tech-teaching-0">Tech to Teaching</a>] program to any Ph.D. student who has long-term goals of becoming a professor,” said Shi. “I want to emphasize something: you do not need formal training to be a mentor. If you are on the fence, try your best. You will learn the most about being a mentor by being a mentor. Listen to your mentee, balance your commitments, prioritize your time and goals, and you will be fine. There is the perception some people have that you need to mentor in a specific way. I do not agree with this mentality. I believe the scope of mentorship should be negotiated by the mentor and the mentee based on an alignment of goals.” &nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1692646262</created>  <gmt_created>2023-08-21 19:31:02</gmt_created>  <changed>1693244478</changed>  <gmt_changed>2023-08-28 17:41:18</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Shi provides her techniques for cultivating a positive and productive mentor-mentee connection. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Shi provides her techniques for cultivating a positive and productive mentor-mentee connection. ]]></sentence>  <summary><![CDATA[<p>Shi provides her techniques for cultivating a positive and productive mentor-mentee connection.&nbsp;</p>]]></summary>  <dateline>2023-08-21T00:00:00-04:00</dateline>  <iso_dateline>2023-08-21T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-08-21 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[10 Tips from Ph.D. student Breanna Shi]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>671263</item>      </media>  <hg_media>          <item>          <nid>671263</nid>          <type>image</type>          <title><![CDATA[Breanna Shi]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[2022_12_breanna_shi_-_bioinformatics_phd_student.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/07/27/2022_12_breanna_shi_-_bioinformatics_phd_student.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/07/27/2022_12_breanna_shi_-_bioinformatics_phd_student.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/07/27/2022_12_breanna_shi_-_bioinformatics_phd_student.jpg?itok=UlUsJMsP]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Headshot of Breanna Shi]]></image_alt>                    <created>1690470271</created>          <gmt_created>2023-07-27 15:04:31</gmt_created>          <changed>1690470271</changed>          <gmt_changed>2023-07-27 15:04:31</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>          <group id="1278"><![CDATA[College of Sciences]]></group>          <group id="1275"><![CDATA[School of Biological Sciences]]></group>      </groups>  <categories>      </categories>  <news_terms>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="192259"><![CDATA[cos-students]]></keyword>          <keyword tid="191866"><![CDATA[C-PIES]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="668618">  <title><![CDATA[SERIES: Transition to Grad School Like a Pro]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Breanna Shi is a Ph.D. student in machine learning and higher education, minoring in bioinformatics. During her time at Tech, Shi has received funding from numerous fellowships, including GAANN Biology Fellowship, STEM Diversity Ph.D. Fellowship, Grad RISE Fellowship, and GEM Ph.D. Engineering and Science Fellowship. Her experience includes instructor, head teaching assistant, and a guest lecturer. She expects to graduate Spring 2026.&nbsp;</p><p>We followed up with Shi to get her tips for new graduate students.&nbsp;</p><p><strong>You do not have to sacrifice your entire personhood.</strong> “A lot of students coming into a Ph.D. think that they will not have time for anything outside of work,” said Shi. “While the transition to your Ph.D. can be very time-consuming, this is certainly not the case for the entire five years that you will be completing your studies. I have known Ph.D. researchers who are simultaneously the following things: mothers, volleyball players, dancers, and band members. You will make sacrifices in your Ph.D., but you will not need to sacrifice your entire personhood.”&nbsp;</p><p><strong>Make efforts toward your thesis every day.</strong> “Don’t stress over not knowing the answer on day one, but reading articles or learning about a technical skill every day will add up to a Ph.D. over time,” said Shi.&nbsp;</p><p><strong>Practice self-empathy.</strong> “You can often feel yourself moving two steps forward, one step backward, and a lack of external affirmation can make you lose motivation,” said Shi. “When this happens, take a break. Remember a thesis is not made or destroyed in one day. You can take a mental break and start tackling that problem in a little while when you feel more mentally equipped. Remember that breaks are not a waste of your time. They are a necessary part of tackling the problems your face in your Ph.D.”&nbsp;</p><p><strong>Stop comparing yourself to other Ph.D. students.</strong> “It is extremely detrimental to your progress and your collaborations to think of anyone as a competitor,” said Shi. “Consider every interaction with others an opportunity to learn. One day, you will look back and realize how much wiser you are for it. These fellow researchers are your friends and mentors. You will have a much easier time the sooner you realize this.”</p><p><strong>Know where to go for support BEFORE you need it.</strong> “During my Ph.D., I have taken note of professors and researchers who show passion for mentoring students,” said Shi. “When I need advice, I think of who might have faced a similar experience in their career and reach out for help. find that most professors and peers are more than willing to share their understanding with those coming up behind them.”</p><p>Shi also notes that there are demographic-specific resources on campus that bring a different sense of community than peers and mentors in your program.&nbsp;</p><p>“Personally, I have spent a lot of time at the LGBT+ Resource Center, Women’s Center, and the Center for Engineering Education and Diversity,” said Shi. “These are places where you can feel safe to speak on your struggles in your Ph.D. that intersect with your identities and feel understood.”&nbsp;</p><p><strong>Value criticisms but respect your own opinions.</strong> “Earning a Ph.D. is a balance between pushing yourself out onto the frontier of science while respecting the guidance and assistance of those who have already proven themselves as researchers,” said Shi. “That being said, you have to trust yourself. You should not give up on something if one person in the room says it’s a bad idea, but if everyone does, then it is most likely a bad idea.”&nbsp;</p><p><strong>Learn how to process rejection. </strong>“Life is full of rejection, and it’s not a reflection of your personhood,” said Shi. “I tend to think of each opportunity I apply for as a wish, so when I am successful, I am very lucky. If I am rejected, well there is always something new to wish for. This is what I tell my mentee, ‘It is not your job to reject yourself. Someone else is paid to determine that, but if you don’t put yourself out there, you are already rejected, so you have nothing to lose.’”</p><p>New graduate students are welcome to contact Shi via <a href="https://www.linkedin.com/in/breannashi/">LinkedIn</a> or email at bshi42@gatech.edu.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1690470094</created>  <gmt_created>2023-07-27 15:01:34</gmt_created>  <changed>1690470410</changed>  <gmt_changed>2023-07-27 15:06:50</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[In this series, we uncover the secrets of successful grad school students. ]]></teaser>  <type>news</type>  <sentence><![CDATA[In this series, we uncover the secrets of successful grad school students. ]]></sentence>  <summary><![CDATA[<p>In this series, we uncover the secrets of successful grad school students.&nbsp;</p>]]></summary>  <dateline>2023-07-27T00:00:00-04:00</dateline>  <iso_dateline>2023-07-27T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-07-27 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>671263</item>      </media>  <hg_media>          <item>          <nid>671263</nid>          <type>image</type>          <title><![CDATA[Breanna Shi]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[2022_12_breanna_shi_-_bioinformatics_phd_student.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/07/27/2022_12_breanna_shi_-_bioinformatics_phd_student.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/07/27/2022_12_breanna_shi_-_bioinformatics_phd_student.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/07/27/2022_12_breanna_shi_-_bioinformatics_phd_student.jpg?itok=UlUsJMsP]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Headshot of Breanna Shi]]></image_alt>                    <created>1690470271</created>          <gmt_created>2023-07-27 15:04:31</gmt_created>          <changed>1690470271</changed>          <gmt_changed>2023-07-27 15:04:31</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/news/series-transition-grad-school-pro-0]]></url>        <title><![CDATA[Transition to Grad School Like a Pro with Ph.D. student in biology Melody Modarressi]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/series-transition-grad-school-pro]]></url>        <title><![CDATA[SERIES: Transition to Grad School Like a Pro with Ph.D. Student in building construction Candace Washington]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/series-transition-grad-school-pro-1]]></url>        <title><![CDATA[SERIES: Transition to Grad School Like a Pro with M.S. Graduate Jeffrey Edwards]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/series-transition-grad-school-pro-2]]></url>        <title><![CDATA[SERIES: Transition to Grad School Like a Pro with Ph.D. Student Ritesh Ojha]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="668089">  <title><![CDATA[SERIES: Transition to Grad School Like a Pro]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Jeffrey Edwards graduated from the M.S. in Building Construction and Facility Management in Fall 2022. He now works as a project manager. For Edwards, the graduate program provided him with an in-depth analysis of construction and finance.&nbsp;</p><p>We followed up with Edwards to get his insight and advice for new Georgia Tech graduate students.&nbsp;</p><p><strong>Lean on your support network.</strong> “I had a really good support system,” said Edwards. “That included my advisor who would always encourage me when I felt overwhelmed, a few students who I shared classes with who I could bounce questions off of, and wonderful professors who would offer awesome career and classroom curriculum guidance.”</p><p><strong>Find the right balance between school, work, and family.</strong> For Edwards, his wife was ultimately the “quarterback” of their household, which allowed Edwards to focus on school and career.&nbsp;</p><p>“We have four kids (ages, 3, 6, 9, and 15),” he said. “Our household always has something going on, whether it’s soccer, band, dance, etc. Looking back on the journey there were times where things felt overwhelming, but the way we would balance things is by having family time for a few minutes in the morning before school or work and weekend drives together when we can fit them in.”&nbsp;</p><p><strong>For those who have been out of school for a while, expect more technology in the classroom. </strong>Before coming to graduate school, Edwards spent time working in the industry. When he returned back to school, Edwards felt unprepared for how technology dominated everything.&nbsp;</p><p>“From how we access our classes in Canvas to navigating through the [virtual meeting] platform during the pandemic, it took a couple of weeks to get adjusted to navigating through the different platforms,” said Edwards. “Once I connected with some other students, I was able to get some recommendations to where I can go to get help.”&nbsp;</p><p><strong>Connect with other students and peers. </strong>“It’s amazing to think back when I first started. I kept telling myself ‘Why are you here?’ and ‘You don’t belong,’” said Edwards. “In the beginning, I had so much self-doubt, but once I connected with other students who shared a similar journey, it made me feel like I wasn’t alone, and I began to feel like I did belong.”&nbsp;</p><p><strong>Utilize your advisor. </strong>“It was so important to me that I had a great relationship with my advisor who helped me navigate through the first couple of semesters, helping me establish goals and picking classes that were suited for my development as a student,” said Edwards.&nbsp;</p><p><strong>Believe in yourself. </strong>“Be patient and believe in yourself,” said Edwards. “You belong here and have fun. Whatever your goals are, you are in the right place to achieve them.”&nbsp;<br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1686663049</created>  <gmt_created>2023-06-13 13:30:49</gmt_created>  <changed>1686681845</changed>  <gmt_changed>2023-06-13 18:44:05</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[In this series, we uncover the secrets of successful grad school students. ]]></teaser>  <type>news</type>  <sentence><![CDATA[In this series, we uncover the secrets of successful grad school students. ]]></sentence>  <summary><![CDATA[<p>In this series, we uncover the secrets of successful grad school students.&nbsp;</p>]]></summary>  <dateline>2023-06-13T00:00:00-04:00</dateline>  <iso_dateline>2023-06-13T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-06-13 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670975</item>      </media>  <hg_media>          <item>          <nid>670975</nid>          <type>image</type>          <title><![CDATA[Jeffrey Edwards]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Series_JeffreyEdwards_467x467_2023.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/06/13/Series_JeffreyEdwards_467x467_2023.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/06/13/Series_JeffreyEdwards_467x467_2023.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/06/13/Series_JeffreyEdwards_467x467_2023.jpg?itok=CG6A14ea]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[M.S. Graduate Jeffrey Edwards]]></image_alt>                    <created>1686664730</created>          <gmt_created>2023-06-13 13:58:50</gmt_created>          <changed>1686664901</changed>          <gmt_changed>2023-06-13 14:01:41</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/news/series-transition-grad-school-pro-0]]></url>        <title><![CDATA[Transition to Grad School Like a Pro with Ph.D. student in biology Melody Modarressi]]></title>      </link>          <link>        <url><![CDATA[https://grad.gatech.edu/news/series-transition-grad-school-pro]]></url>        <title><![CDATA[SERIES: Transition to Grad School Like a Pro with Ph.D. Student in building construction Candace Washington]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667874">  <title><![CDATA[SERIES: Transition to Grad School Like a Pro]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Melody Modarressi is a current Ph.D. student in biology. While attending graduate school, Modarressi also works as a graduate teaching assistant as part of the Graduate Assistance in Areas of National Need Fellowship under the U.S. Department of Education. This involves working as a teaching assistant each semester while balancing research and coursework. She expects to graduate Spring 2025.&nbsp;<br />&nbsp;<br />We followed up with Modarressi to get her insight and advice for new Georgia Tech graduate students.&nbsp;<br />&nbsp;<br /><strong>Find a mentor.</strong> “Play an active role in selecting your mentors,” said Modarressi. “While your research advisor is an invaluable resource, I wish I had realized sooner that I could also reach out to other faculty and more senior graduate students in my home school to answer my many questions."</p><blockquote><p>Mentorship is an integral part of the graduate student experience, so don’t be afraid to reach out if you think there is potential for a mutually beneficial and professional relationship to be made.</p></blockquote><p><strong>Utilize a few key Georgia Tech resources.</strong> “The Georgia Tech Career Center has some great resources available that can be helpful no matter what stage you’re at within your program,” said Modarressi. “I also highly recommend the Center for Mental Health Care and Resources and its services, which have been crucial to me as I progress through my time at Tech. Lastly, the on-campus art studio, Paper and Clay, is a great place to blow off some steam and provide a creative outlet when not working.”&nbsp;<br />&nbsp;<br /><strong>Be self-motivated. </strong>“One of the biggest adjustments for me was learning to manage my time,” said Modarressi. “My undergrad was very structured so there was little need to be intentional with my planning because most things were predetermined by my department. Graduate school has taught me the value of self-motivation in determining how I use my limited time during the duration of my program.”<br />&nbsp;<br /><strong>Pave your way. </strong>“While my advisors and home school offer some guidance and resources, I have realized that I am ultimately responsible for paving my way through graduate school and, therefore, have the power to make this experience what I want it to be,” said Modarressi. “I felt overwhelmed by this power initially, but I have since improved my time management skills with practice and now feel much more in control of my time and energy, a must for maintaining a healthy work-life balance during graduate school.”<br />&nbsp;<br /><strong>Make time for yourself.</strong> “Step back and find enjoyment outside of campus life is key to staying motivated and excited about your program,” said Modarresi.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1684945161</created>  <gmt_created>2023-05-24 16:19:21</gmt_created>  <changed>1686662935</changed>  <gmt_changed>2023-06-13 13:28:55</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[In this series, we uncover the secrets of successful grad school students.  ]]></teaser>  <type>news</type>  <sentence><![CDATA[In this series, we uncover the secrets of successful grad school students.  ]]></sentence>  <summary><![CDATA[<p>In this edition, we follow up with a Ph.D. student in biology, Melody Modarressi.&nbsp;</p>]]></summary>  <dateline>2023-05-24T00:00:00-04:00</dateline>  <iso_dateline>2023-05-24T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-24 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670879</item>      </media>  <hg_media>          <item>          <nid>670879</nid>          <type>image</type>          <title><![CDATA[Melody Modarressi]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Series_MelodyModarressi_467x467_2023.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/05/26/Series_MelodyModarressi_467x467_2023.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/05/26/Series_MelodyModarressi_467x467_2023.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/05/26/Series_MelodyModarressi_467x467_2023.jpg?itok=-xpw0bAC]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Ph.D. student Melody Modarressi]]></image_alt>                    <created>1685127843</created>          <gmt_created>2023-05-26 19:04:03</gmt_created>          <changed>1685128306</changed>          <gmt_changed>2023-05-26 19:11:46</gmt_changed>      </item>      </hg_media>  <related>          <link>        <url><![CDATA[https://grad.gatech.edu/news/series-transition-grad-school-pro]]></url>        <title><![CDATA[SERIES: Transition to Grad School Like a Pro with Ph.D. Student Candace Washington]]></title>      </link>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667889">  <title><![CDATA[New Grad SGA Leadership Brings New Initiatives, Reigniting Student Engagement Among Chief Concerns ]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Engage the graduate student body. Communicate advocacy work. These are just a couple of the initiatives set forth by the Graduate Student Government Association’s (Grad SGA) new leadership.&nbsp;&nbsp;<br />&nbsp;<br />Following an election in April, two Georgia Tech graduate students have hit the ground running in their newly elected leadership roles with Grad SGA. Haden Boone, president, and Kiera Tran, executive vice president, say that effective communication will be a key component to engage students during their tenure.&nbsp;<br />&nbsp;<br />Boone, a Ph.D. student studying operations research in the School of Industrial and Systems Engineering, originally came to Georgia Tech for his undergrad in 2017.&nbsp;&nbsp;<br />&nbsp;<br />“Upon my first visit to the Institute, it was hard not to fall in love with the campus, the culture, and most of all, the passionate innovation that drives so many of the students here,” said Boone. “I proceeded to spend six (so far) of the most important years of my life here.”&nbsp;&nbsp;<br />&nbsp;<br />Kiera Tran is a Ph.D. student studying geophysical glaciology in the School of Earth and Atmospheric Sciences. She began her journey at Georgia Tech in her junior year of college. It was at Tech that Tran discovered her passion for earth science and the desire to make an impact on global issues.&nbsp;&nbsp;<br />&nbsp;<br />“My senior year at Georgia Tech, I started to do research with my current advisor investigating the stability of glaciers in Antarctica,” said Tran. “By working in a supportive and opportunistic environment, I found myself unable to imagine spending another five years outside of Georgia Tech.”</p><h2>Communication as a Catalyst for Change</h2><p>The mission of Grad SGA’s executive branch is to serve as the voice of the student body. This requires two-way communication between Grad SGA and students, but Boone and Tran aren’t convinced that Grad SGA resonates with graduate students.&nbsp;<br />&nbsp;<br />According to the two, most students regard Grad SGA as an organization that occasionally puts on events but does little to no advocacy work. To bridge this communication gap between students and Grad SGA, they plan to continue to advocate for solutions to important issues while remaining cognizant of the fact that solutions mean very little if they aren’t communicating the changes.&nbsp;&nbsp;<br />&nbsp;<br />“Graduate students historically have a much harder time feeling connected to Georgia Tech, and I would like to do what I can to change that,” said Boone.&nbsp;</p><h3>Outline of Goals</h3><p>Boone and Tran outlined their primary challenges and potential solutions to address communication issues with three primary initiatives:</p><h4>Consolidating and publicizing information.</h4><p><strong>Challenge:</strong> A common occurrence in our advocacy efforts is spending time creating and defending policies that help support graduate students only to find out that they already exist. Existing policies could be buried under many levels of documentation in the catalog or efforts to support mental health could be on an inaccessible page on our website.</p><p><strong>Solution:</strong> Our goal is to create a better repository of this information and make sure graduate students are aware of the resources available to them in an easily digestible format.</p><h4>Keeping students informed.&nbsp; &nbsp; </h4><p><strong>Challenge: </strong>Grad SGA does a lot of work protecting the interests of graduate students, but it’s unclear to the general population what our role is in these conversations. &nbsp; &nbsp; </p><p><strong>Solution: </strong>The implementation of a newsletter and a better-maintained website will help legitimatize the organization to the student body, as well as encourage more graduate student involvement.</p><h4>Soliciting student feedback. &nbsp; &nbsp; </h4><p><strong>Challenge: </strong>Our job as a student government is to represent the interests of our constituents. However, it is difficult to form a complete picture of student grievances when much of the population is not engaged in our work. &nbsp; &nbsp;</p><p><strong> Solution: </strong>We plan to start at a high level by forming personal relationships with departmental Grad SGA leaders to uncover individual issues so that we can better represent the student body.&nbsp;&nbsp;<br />&nbsp;<br />Outside of improving communication, Boone and Tran hope to accomplish the following goals during their time in Grad SGA leadership:&nbsp;&nbsp;</p><ul><li>Strengthen advisor-advisee relationships by developing a support system at the Institute level</li><li>Address graduate student sequestration by expanding opportunities for students to socialize and expand their emotional support networks</li><li>Support professional development by showcasing diverse career paths and leveraging the Georgia Tech Alumni network</li><li>Improve access to campus services by developing short-term solutions for issues such as access to housing on campus, gym space, mental health/CARE services, and classroom space</li><li>Establish dedicated committees for international and online graduate students to address the unique challenges faced by these student groups and connect them to resources and activities</li><li>Contribute to the Climate Action Plan (CAP) by involving students in eco-friendly changes on campus and raising awareness about sustainability initiatives</li></ul><p>“We have a great team pioneering quite a few new initiatives that we can’t wait to get started on in the fall,” said Boone and Tran.</p><p>If you have any further questions about these initiatives or suggestions for new initiatives, please reach out to Boone or Tran via their emails at jboone31@gatech.edu or ntran75@gatech.edu.&nbsp;&nbsp;<br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1685024264</created>  <gmt_created>2023-05-25 14:17:44</gmt_created>  <changed>1685465739</changed>  <gmt_changed>2023-05-30 16:55:39</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Find out how new Grad SGA leadership, Haden Boone and Kiera Tran, plan to bridge the gap and involve graduate students in important issues at Georgia Tech.]]></teaser>  <type>news</type>  <sentence><![CDATA[Find out how new Grad SGA leadership, Haden Boone and Kiera Tran, plan to bridge the gap and involve graduate students in important issues at Georgia Tech.]]></sentence>  <summary><![CDATA[<p>Find out how new Grad SGA leadership, Haden Boone and Kiera Tran, plan to bridge the gap and involve graduate students in important issues at Georgia Tech.</p>]]></summary>  <dateline>2023-05-25T00:00:00-04:00</dateline>  <iso_dateline>2023-05-25T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-25 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670882</item>      </media>  <hg_media>          <item>          <nid>670882</nid>          <type>image</type>          <title><![CDATA[Kiera Tran and Haden Boone]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[WelcomeGradSGA_600x400_2023.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/05/26/WelcomeGradSGA_600x400_2023.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/05/26/WelcomeGradSGA_600x400_2023.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/05/26/WelcomeGradSGA_600x400_2023.jpg?itok=3Fj4z1K-]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Kiera Tran and Haden Boone]]></image_alt>                    <created>1685129897</created>          <gmt_created>2023-05-26 19:38:17</gmt_created>          <changed>1685129920</changed>          <gmt_changed>2023-05-26 19:38:40</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667777">  <title><![CDATA[Georgia Tech Graduate Seeks to Inspire Next Generation through Meteorology]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Like a storm chaser’s relentless pursuit of capturing the perfect storm, Dorien Minor chased his dreams from Maryland to Georgia Tech.&nbsp;</p><p>“I had an infatuation for learning more about the weather and other science wonders and have carried that determination and passion with me throughout my life,” said Minor, earth and atmospheric sciences graduate.&nbsp;</p><p>Georgia Tech students and staff may be familiar with Minor’s Instagram page where he reports on weather to an audience of mostly Tech students. In 2018, he started the Instagram page as a way to report on Hurricane Michael for his friends and family who were being impacted by the weather event.&nbsp;</p><p>“After years of providing daily weather reports and a light snow event on campus in 2020 that caused Georgia Tech to call me the “unofficial official on-campus meteorologist,” said Minor.&nbsp;</p><p>It all started with a bachelor’s degree in earth and atmospheric sciences, which he took to the next level to earn a master’s degree in the same field.&nbsp;</p><h2>A Role Model for Future Meteorologists</h2><p>Minor wanted to be a meteorologist from a young age, but as a young, Black man, he didn’t see meteorologists who looked like him on television. The field of meteorology lacks minority representation more than other sectors. According to the Washington Post, Black and African American meteorologists and atmospheric scientists make up 2% of the entire membership.&nbsp;</p><p>Minor’s focus on broadcast meteorology will put him in front of a broad audience every day. Starting in June, he will be the meteorologist for Live 5 News in Charleston, South Carolina. Minor hopes his presence can serve as a role model for other minority youth who have a curiosity for science and weather. &nbsp;</p><p>“It is important for our minority youth and students to see individuals that look like them in their respective careers,” said Minor. “Having such role models to look up to in meteorology and other aspects of the geosciences and media is important to me as I embark on my career, as it enables our youth to embody their passions and to ultimately become the next generation of meteorologists.”&nbsp;</p><p>Outside of meteorology, Minor is passionate about teaching and inspiring the next generation of leaders and meteorologists.&nbsp;</p><p>“Later in my career, one of my many aspirations is to begin my own meteorology and STEM-related broadcast network in hopes of teaching kids about the different vast possibilities,” said Minor.&nbsp;</p><h2>The Journey of an Earth and Atmospheric Sciences Major</h2><p>Balancing academics with career development is a challenge that students everywhere face, and it was no different for Minor.&nbsp;</p><p>“With the rigorous curriculum that Georgia Tech offers, it can often be difficult to apply what we learn in the classroom to real-world applications,” said Minor. “However, through previous internships with AccuWeather, The Weather Channel, and MemphisWeather.net, I have been able to further apply my knowledge and expand my skills as a broadcast meteorologist.”&nbsp;</p><p>Minor still made time to report on weather events to keep thousands of students and staff safe. Reflecting on some of the more memorable weather events during his time at Tech, Minor recalls how even the slightest of snowfall could change the mood around campus.&nbsp;</p><blockquote><p>Seeing the unparalleled joy of students made even the slightest of events much more memorable,” said Minor.&nbsp;</p></blockquote><p>Since the launch of his Instagram page, his account has evolved from reporting on just the weather. He was able to combine his passion for teaching with his love for meteorology.&nbsp;</p><p>“My account has evolved in a way that allows me to also teach students and adults alike about different weather phenomena and other important topics, such as climate change and environmental justice,” said Minor.&nbsp;</p><p>According to Minor, the earth and atmospheric sciences major places a huge emphasis on the importance of climate change and sustainability, which furthered his interests and enabled him to take electives that focused on these topics.&nbsp;</p><p>“Topics that were covered in these classes confirmed the need for an increase in media coverage on climate change and the need for sustainable practice so that individuals are aware of what is happening to our environments, communities, and ecosystems,” said Minor.&nbsp;</p><p>Throughout his time at Tech, Minor’s dedication to the field of meteorology and forecasting has earned him various accolades including first place overall upperclassman forecaster for the 2021-2022 season, as well as multiple WxChallenge awards from a national forecasting competition.&nbsp;</p><p>Minor’s one piece of advice for current students is to be open to new ideas and new possibilities.&nbsp;</p><p>“Meteorology and earth sciences are full of various careers in themselves, such as broadcasting, public and private sector, teaching, and other options,” said Minor. “Each of these can teach you something new and help you to grow in any field you decide to pursue.”&nbsp;<br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1684269096</created>  <gmt_created>2023-05-16 20:31:36</gmt_created>  <changed>1684269160</changed>  <gmt_changed>2023-05-16 20:32:40</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Meet the recent Georgia Tech graduate who is breaking barriers in the field of meteorology and inspiring the next generation of scientists. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Meet the recent Georgia Tech graduate who is breaking barriers in the field of meteorology and inspiring the next generation of scientists. ]]></sentence>  <summary><![CDATA[<p>Meet the recent Georgia Tech graduate who is breaking barriers in the field of meteorology and inspiring the next generation of scientists.&nbsp;</p>]]></summary>  <dateline>2023-05-16T00:00:00-04:00</dateline>  <iso_dateline>2023-05-16T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-16 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670819</item>      </media>  <hg_media>          <item>          <nid>670819</nid>          <type>image</type>          <title><![CDATA[Dorien Minor]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[Dorien Minor (1).jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/05/16/Dorien%20Minor%20%281%29.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/05/16/Dorien%20Minor%20%281%29.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/05/16/Dorien%2520Minor%2520%25281%2529.jpg?itok=lt3MJ4EK]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photo of Dorien Minor]]></image_alt>                    <created>1684268878</created>          <gmt_created>2023-05-16 20:27:58</gmt_created>          <changed>1684269059</changed>          <gmt_changed>2023-05-16 20:30:59</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667682">  <title><![CDATA[ One Graduate Student’s Inspiring Journey from Venezuela to Georgia Tech]]></title>  <uid>36249</uid>  <body><![CDATA[<p><em>“I had prepared my whole life to seize opportunities, but there were none to be found.”</em> Growing up in Venezuela, Kenia Way had to make a change if she wanted to have a chance at a better future. Seven years ago, she made the difficult decision to leave her home country and move to the United States.&nbsp;</p><p>“After leaving my country, I was determined to find a new career path that could provide me with skills that could be applied in endless industries,” said Way. “Data was the obvious choice.”&nbsp;</p><p>Way’s journey from Venezuela to Georgia Tech graduate was a rocky one. She persisted through the ups and downs, and in Spring 2023, Way earned her master’s degree in analytics from Georgia Tech. &nbsp;</p><h2>Growing up in Venezuela&nbsp;</h2><p>Way grew up in a stunning coastal area of Venezuela, surrounded by beautiful beaches and friendly people.&nbsp;</p><p>“It was almost like something out of a Gabriel García Márquez novel, one of those places where time seems to stand still and the spirit of the town remains unchanged,” said Way. “We grew up on organic food–coconut, plantain, mango, and lots of fish.”&nbsp;</p><p>Good education was hard to come by, but Way was fortunate to have a mother who went above and beyond to give Way every opportunity she could.&nbsp;</p><p>By the time Way was 17, she was ready to leave town and pursue an engineering degree at the top university in the country.&nbsp;</p><h2>Challenges in Pursuing Education and Career in Venezuela</h2><p>The year Way was accepted into college to pursue a degree in petroleum engineering, the former president, Hugo Chavez, fired thousands of employees from the state oil company on national television after a series of strikes.&nbsp;</p><p>“This represented almost 50% of the state oil company’s personnel, and it set a very clear and divisive tone that was starting to shape what I later understood to be the culture of our society,” said Way.&nbsp;</p><p>Way and her peers juggled classes and exams inside the classrooms and social conflicts and persecution outside of the college.&nbsp;</p><p>“We quickly realized that there were going to be fewer opportunities available by graduation time as more private companies were leaving the country,” said Way. “It was a challenging and uncertain environment, but we did our best to stay focused on our goals. I remember my mom and sister always liked the quote, ‘If you change the way you see your life, the way you see your life will change.’ This helped me stay focused on the life I wanted instead of what was going on around me at that time.”&nbsp;</p><p>After earning her bachelor’s degree in petroleum engineering, Way began a career in the oil and gas industry that spanned nearly 10 years. During that time, she also earned a graduate degree in statistics. Despite her education and experience, Way’s salary wasn’t enough to support her mother and extended family.&nbsp;</p><p>“To make matters worse, my friends were being kidnapped and their families couldn’t even afford to pay the ransom to save their lives,” said Way. “Sadly, most people in my community didn’t have the means to provide for their families and were living in constant fear of being robbed or even killed for something as small as a cellphone or a pair of shoes.”&nbsp;</p><h2>Leaving Venezuela and Starting a New Life</h2><p>Way made the difficult decision to leave Venezuela.&nbsp;</p><blockquote><p>I felt powerless to make a difference if I stayed, and it was frustrating to see that there were no opportunities for growth or advancement in my career back home,” said Way. “I had prepared my whole life to seize opportunities, but there none to be found. That’s why I decided to leave. I wanted to find a safer place to live and work where I could provide for my loved ones and have a chance at a better future.</p></blockquote><p>Way felt it was time to escape the economic and social collapse of her country.&nbsp;</p><p>“I love my hometown and my home country,” said Way. “It was heartbreaking to leave behind my life, my land, and my beloved family and friends. I needed to create new opportunities for growth and find ways to support my family back home.”&nbsp;</p><p>After moving to the United States, Way wanted to expand her skill set to access more opportunities outside of the volatile oil industry. She taught herself programming and volunteered with small startups in exchange for mentorship and hands-on projects. Eventually, she decided it was time to obtain a formal education and become part of a community of analysts, so she pursued her master’s degree at Georgia Tech.&nbsp;</p><h2>Juggling Work, Family, and Education</h2><p>During Way’s time at Tech, she juggled work and family life. Since 2020, Way has been the director of the Houston Food Bank’s data department. She also has had two babies since starting at Tech.&nbsp;</p><p>“I learned very early on that being organized and managing my time well was a key to my success, so I took that very seriously,” said Way.&nbsp;</p><p>Sometimes, no matter how much you plan, the universe has a plan of its own.&nbsp;</p><p>“When my first son was born, he arrived a little earlier than expected and right in the middle of midterms that semester,” said Way. “Two days after he was born, I took the test, but I was in so much pain. All I could focus on was my baby crying for mommy. Unfortunately, I failed it pretty badly. I ended up dropping the class that semester. When I retook it later, I did much better.”&nbsp;</p><p>When Way’s second baby came along, she decided this time to take a pause from school during the semester so she wouldn’t put herself or the new baby under unnecessary stress.&nbsp;</p><p>“There were some hard times,” said Way. “My husband is such an ally and always gave me confidence and encouragement. The lack of time and headspace to be present as a calm, balanced partner really tested the strength of our marriage. Life is full of learning opportunities, and I’m doing my best to learn from all of them.”&nbsp;</p><p>After graduating, Way plans to use her extra time to reflect on all aspects of her life, seek knowledge, help others, and celebrate with loved ones.&nbsp;</p><p>“One immigration process, two pregnancies, and one global pandemic made my experience more challenging, but the content, teachers, community, and my commitment to invest in my education made it possible for me to keep trying,” said Way. “I am so proud that I didn’t give up.”&nbsp;<br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1683653951</created>  <gmt_created>2023-05-09 17:39:11</gmt_created>  <changed>1683816384</changed>  <gmt_changed>2023-05-11 14:46:24</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Kenia Way's inspiring journey from Venezuela to Georgia Tech is a story of resilience, determination, and hope.]]></teaser>  <type>news</type>  <sentence><![CDATA[Kenia Way's inspiring journey from Venezuela to Georgia Tech is a story of resilience, determination, and hope.]]></sentence>  <summary><![CDATA[<p>Kenia Way's inspiring journey from Venezuela to Georgia Tech is a story of resilience, determination, and hope. Way's pursuit of a better future for herself and her family led her to move to the United States and pursue a master's degree in analytics, despite numerous challenges and obstacles.</p>]]></summary>  <dateline>2023-05-09T00:00:00-04:00</dateline>  <iso_dateline>2023-05-09T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-09 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670775</item>      </media>  <hg_media>          <item>          <nid>670775</nid>          <type>image</type>          <title><![CDATA[Kenia Way]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[KeniaWayHeadshot.jpeg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/05/09/KeniaWayHeadshot.jpeg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/05/09/KeniaWayHeadshot.jpeg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/05/09/KeniaWayHeadshot.jpeg?itok=dAGs6efU]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Kenia Way]]></image_alt>                    <created>1683654909</created>          <gmt_created>2023-05-09 17:55:09</gmt_created>          <changed>1683654927</changed>          <gmt_changed>2023-05-09 17:55:27</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667555">  <title><![CDATA[Asim Gazi Makes History as Georgia Tech's First Schmidt Science Fellow]]></title>  <uid>36249</uid>  <body><![CDATA[<p>The Schmidt Science Fellows program, which provides a $100,000 stipend per year to postdoctoral scholars to solve the world's most pressing issues, has named Asim Gazi as Georgia Tech's first Fellow. The Schmidt Science Fellows program seeks to identify the brightest minds in the natural sciences, mathematics, engineering, and computing, who are planning to conduct research in a field outside of their Ph.D. area.&nbsp;</p><p>“The amount of support you are provided as a Schmidt Science Fellow is unheard of,” said Gazi, a Ph.D. candidate in the <a href="https://www.ece.gatech.edu/">School of Electrical and Computer Engineering</a>. “Not only are you supported for two years to pursue postdoctoral research anywhere in the world, but you are also paired with an Academic Council member who draws on their wealth of experience to provide you with scientific and career mentorship. On top of that, you partake in the program’s Global Meeting Series, where you are hosted by leading institutions around the world and provided unique training and networking opportunities. As an aspiring professor, this Fellowship is a game changer.”&nbsp;</p><p>Over 360 highly accomplished candidates were nominated from over 90 of the world’s leading research universities and institutes, and 32 were ultimately selected for the 2023 cohort. When Gazi received the email stating that he had been selected, he was in disbelief.&nbsp;</p><p>"I probably closed and re-opened, read and re-read, and simply stared at that email for longer than I should admit,” said Gazi. “With how selective the program is and how impressive previous Fellows have been, I had convinced myself that there was no way I would be one of the few selected. Finding out I was–it felt like a dream. Once the news finally set in, I was overwhelmed with gratitude."</p><p>To be eligible for the Fellowship, candidates must complete all requirements for the conferral of their Ph.D. within a specified date range. Gazi, who is advised by Electrical and Computer Engineering Professors Omer Inan and Christopher Rozell, is set to complete his Ph.D. from Tech in July.</p><p>“Asim truly embodies the essence of what the Schmidt Science Fellows program intends to reward,” said Inan. “He is an emerging scientific leader in the community whose research already crosses many disciplinary boundaries. I am confident he will emerge over the coming years as an outstanding independent researcher who will be at the forefront of exciting discoveries spanning neuroengineering, controls, machining learning, and psychiatry.”&nbsp;</p><p>Gazi will work with an Academic Council mentor to guide his postdoctoral research direction.&nbsp;</p><p>“I plan to start my postdoctoral position in October, so I am still in the process of nailing down the specifics,” said Gazi. “Having two years of external support opens doors that may not have been open otherwise, so I want to make sure I weigh my options carefully and make the most of this opportunity.”&nbsp;</p><p>He is considering research directions motivated by his long-term vision.&nbsp;</p><p>“During my undergraduate years, two of my closest relatives were both admitted to psychiatric facilities due to struggles with mental illness,” said Gazi. “What hurt me most at the time was my inability to recognize their anguish and do anything to support them. I have since devoted myself to exploring how technology can be used to monitor and care for mental health during everyday life. My ultimate goal is to address the critical gap in care that exists before individuals seek help or after patients leave the clinic.”</p><p>Fellows are placed in a full-time, 12–24-month postdoctoral Fellowship in a laboratory anywhere in the world where they conduct research in an area different from their Ph.D. This pivot in discipline is central to the program’s aim to foster greater interdisciplinarity.</p><p>“During my Ph.D., I designed algorithms to help wearables sense and react to acute stress in daily life, particularly the severe episodes faced by patients with trauma and anxiety disorders,” said Gazi. “As a Schmidt Science Fellow, I am interested in continuing my research journey on technologies for mental health but pivoting to a new area to broaden my horizons and explore this interdisciplinary field from a new perspective.”&nbsp;</p><p>The program works with leading research universities across all regions of the globe to help select emerging scientific leaders to nominate for the Fellowship.&nbsp;</p><p>“Joining a tight-knit group of accomplished researchers that all have a passion for impacting society is a recipe for fruitful collaboration,” said Gazi. “The stories of previous fellows’ joint research endeavors and impactful outreach work are inspiring. I am looking forward to continuing their legacy with the help of my fellow Schmidt Science Fellows.”&nbsp;</p><p>To learn more about the Schmidt Science Fellows, please visit their website at https://schmidtsciencefellows.org/. &nbsp;</p><p><span><span>The Schmidt Science Fellowship program is an initiative of Schmidt Futures, delivered in partnership with the Rhodes Trust. </span></span></p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1682700344</created>  <gmt_created>2023-04-28 16:45:44</gmt_created>  <changed>1683811269</changed>  <gmt_changed>2023-05-11 13:21:09</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[The Schmidt Science Fellows program, which provides a $100,000 stipend per year to postdoctoral scholars to solve the world's most pressing issues, has named Asim Gazi as Georgia Tech's first Fellow.]]></teaser>  <type>news</type>  <sentence><![CDATA[The Schmidt Science Fellows program, which provides a $100,000 stipend per year to postdoctoral scholars to solve the world's most pressing issues, has named Asim Gazi as Georgia Tech's first Fellow.]]></sentence>  <summary><![CDATA[<p>The Schmidt Science Fellows program, which provides a $100,000 stipend per year to postdoctoral scholars to solve the world's most pressing issues, has named Asim Gazi as Georgia Tech's first Fellow.</p>]]></summary>  <dateline>2023-05-03T00:00:00-04:00</dateline>  <iso_dateline>2023-05-03T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-03 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670758</item>      </media>  <hg_media>          <item>          <nid>670758</nid>          <type>image</type>          <title><![CDATA[Asim Gazi, Schmidt Science Fellow]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[AsimGazi_Headshot_2023.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/05/05/AsimGazi_Headshot_2023.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/05/05/AsimGazi_Headshot_2023.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/05/05/AsimGazi_Headshot_2023.jpg?itok=z4YwBM01]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Asim Gazi, Schmidt Science Fellow]]></image_alt>                    <created>1683297816</created>          <gmt_created>2023-05-05 14:43:36</gmt_created>          <changed>1683297893</changed>          <gmt_changed>2023-05-05 14:44:53</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>          <keyword tid="187423"><![CDATA[go-bio]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667552">  <title><![CDATA[SERIES: Transition to Grad School Like a Pro]]></title>  <uid>36249</uid>  <body><![CDATA[<p>Candace Washington is a Ph.D. student in building construction and owner of a construction project management and engineer consulting firm called Cancave Management. She expects to graduate in December of 2025.&nbsp;<br />&nbsp;<br />We followed up with Washington to get her insight and advice for new Georgia Tech graduate students.&nbsp;<br />&nbsp;<br /><strong>Take advantage of GT6000.</strong> “GT6000 is Georgia Tech’s small-group, peer-led, extended-orientation program for first-semester graduate students,” said Washington. “This program promotes a positive student experience through social interaction, familiarization with campus resources, and peer mentorship. I am now a GT6000 Group Leader, and I share my experience and encourage my peers to take full advantage of all the available resources to ensure they feel supported.”&nbsp;<br />&nbsp;<br /><strong>Establish an open line of communication with professors. </strong>“Talk with your instructor or professor,” said Washington. “All professors have office hours and direct emails and phone numbers in which you can contact them. Additionally, establishing a relationship with professors is encouraged as they can be a professional resource as well as an academia resource.”<br />&nbsp;<br /><strong>Utilize Georgia Tech’s resources available in Canvas.</strong> “Georgia Tech provides a lot of resources,” said Washington. “Many students use a few resources: Mental Health and Wellbeing Resources, Financial Assistance, and resources to promote a diverse community, such as campus organizations and events. Information to access these resources is available in one place, on Canvas, our learning platform.”&nbsp;<br />&nbsp;<br /><strong>Make to-do lists.</strong> “Stay organized, make a to-do list, or find a process that works for you to manage your time,” said Washington. “Time management is essential.”<br />&nbsp;<br /><strong>Understand the expectations. </strong>“In grad school, there is an expectation that the student is self-motivated and self-disciplined, and the student is dedicated to their studies,” said Washington. “The work will be more challenging and rigorous–you are at Georgia Tech.”&nbsp;<br />&nbsp;<br /><strong>Get involved.</strong> “Have fun and get involved so you don’t feel like you are on an island,” said Washington. “Take advantage of your student activity benefits and catch a football game or attend a play. The more involved you are, the more you become a Yellow Jacket.”&nbsp;<br />&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1682691153</created>  <gmt_created>2023-04-28 14:12:33</gmt_created>  <changed>1682970503</changed>  <gmt_changed>2023-05-01 19:48:23</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[In this series, we uncover the secrets of successful grad schools. ]]></teaser>  <type>news</type>  <sentence><![CDATA[In this series, we uncover the secrets of successful grad schools. ]]></sentence>  <summary><![CDATA[<p>In this edition, we follow up with Ph.D. student Candace Washington.</p>]]></summary>  <dateline>2023-05-01T00:00:00-04:00</dateline>  <iso_dateline>2023-05-01T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-01 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670661</item>      </media>  <hg_media>          <item>          <nid>670661</nid>          <type>image</type>          <title><![CDATA[Candace Washington, Ph.D. Student]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[TransitionToGradSchool_Web_1200x473_2023.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/04/28/TransitionToGradSchool_Web_1200x473_2023.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/04/28/TransitionToGradSchool_Web_1200x473_2023.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/04/28/TransitionToGradSchool_Web_1200x473_2023.jpg?itok=VMChEg4B]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photo of Candace Washington, Ph.D. student]]></image_alt>                    <created>1682691225</created>          <gmt_created>2023-04-28 14:13:45</gmt_created>          <changed>1682691369</changed>          <gmt_changed>2023-04-28 14:16:09</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667585">  <title><![CDATA[Georgia Tech Student Balances Graduate School and Military Service in Pursuit of Cybersecurity Goals]]></title>  <uid>36249</uid>  <body><![CDATA[<p>“Sorry, I can’t go out tonight…I have homework.” For Michael Hillmer, Spring 2023 Online Master of Science in Computer Science graduate, this felt like a bizarre thing to tell his friends as a working adult in his mid-20s.</p><p>“I honestly found it really difficult sometimes to balance my academic goals with work and still find time for selfcare and relaxation,” said Hillmer. “I feel like the work-life balance is a constant struggle, so I had to make sure I set dedicated time aside for leisure, even if it meant having to do homework late at night in a hotel room or at the airport to get ahead.”</p><p>Hillmer had his sights set on graduate school since he was in high school, and he wasn’t going to let a few late nights get in the way of his goals.&nbsp;</p><blockquote><p>Due to necessary travel for work, I would sometimes be on the road for months at a time,” said Hillmer. “Between that and deployments overseas, I often found myself working on projects and taking exams in the middle of the night. Despite this, I knew that earning my master’s degree was going to be a huge achievement for me, so I found a way to make it work. Now, I get to make my goal a reality after three years.</p></blockquote><h2>Protecting the Nation in the Cyber Domain</h2><p>After earning his bachelor’s degree from the University of Notre Dame in 2017, Hillmer was commissioned into the United States Air Force as a cyber operations officer.&nbsp;</p><p>“I wanted to utilize my leadership and computer engineering skills that I developed in my undergraduate studies in order to serve the country in the military,” said Hillmer. “Both my great uncle, John Hillmer, and grandfather, Ronnie Horoky, served in the Air Force before me, and I am honored to carry on their legacy.”&nbsp;</p><p>In January of 2020, Hillmer was stationed overseas in Hawaii. While serving there, he decided to pursue his master’s degree on top of the multitude of hobbies he picked up including scuba diving, surfing, paddle boarding, running, and swimming.&nbsp;</p><p>“While living in Hawaii, I would make sure to maximize my time for schoolwork during the week so that I could go surfing or scuba diving every Saturday morning with friends and coworkers,” said Hillmer. “I am so excited to finally be done with three years of hard work and finally have some free time again.”&nbsp;</p><p>Hillmer’s other passions include playing the guitar, piano, and ukulele. After a move to Washington D.C. in January of 2023, he started taking dance lessons, particularly in swing and foxtrot. Hillmer continues to find new challenges to overcome.&nbsp;</p><h2>Always Raising the Bar</h2><p>“Hard work and perseverance are just so far ingrained in my life now that I just keep setting the bar higher for myself as I overcome obstacles in order to achieve my professional and personal goals,” said Hillmer. “When it comes to my career, hobbies, and academic pursuits, I am constantly my own worst critic. I, like most people, struggle with failure and often get frustrated if something proves to be more challenging than expected. However, these failures are what drive me to constantly better myself.” &nbsp;</p><p>It’s this particular mindset of hard work and perseverance that defines success in the computer science field. &nbsp;</p><p>“Have you ever spent countless hours on a project, sometimes staying up until three in the morning and it just won’t work?” asked Hillmer. “All of a sudden, you change one line of code, and everything just magically clicks, and sometimes you might not even know immediately why. Most people who have undergone some sort of academic program in the realm of computer science know what I’m talking about."</p><p>For Hillmer, it’s exactly that feeling of success that is so gratifying.</p><p>"Tackling a particularly difficult problem, putting all of your critical thinking abilities and programming knowledge to the test, and finally getting that working solution as the sun comes up after an all-nighter." said Hillmer. "That feeling of success, there’s nothing like it. I love taking on these kinds of challenges, and I am looking forward to how I can utilize my expertise and problem-solving skills to do so beyond graduation."&nbsp;</p><p>Hillmer's one piece of advice to current students is to "challenge yourself."&nbsp;</p><p>“I set out in this degree path hoping to earn a 4.0 GPA, just to prove that I could for my own personal achievement," said Hillmer. "However, along the way, I never limited myself to taking the ‘easier' classes. Instead, I challenged myself in courses that were both interesting and demanded a higher time commitment."</p><p>Because of his work ethic, Hillmer is still on pace to achieve this goal.</p><p>"I have also learned a variety of skills in areas that I had not expected because I challenged myself to take on these more 'advanced' courses that engaged my interests," said Hillmer.&nbsp;</p><h2>Plans for the Future</h2><p>Hillmer’s first visit to Georgia Tech will be for commencement.&nbsp;</p><p>“I am so thrilled to finally enjoy even a fraction of the experience that on-campus students have,” said Hillmer. “I have spent many hours online collaborating with fellow students to solve complex problems and tackle the many projects I have completed over the past three years. I will certainly miss these experiences, but I look forward to representing Georgia Tech in my future professional endeavors.”&nbsp;</p><p>After graduation, Hillmer will continue his service in the United States Air Force as a cyber operations officer. He plans to utilize his trainings, educational studies, and personal drive to continue learning and growing in a cybersecurity capacity in pursuit of defending the nation and creating a safer and more secure world.&nbsp;</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1682958281</created>  <gmt_created>2023-05-01 16:24:41</gmt_created>  <changed>1682962688</changed>  <gmt_changed>2023-05-01 17:38:08</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[Michael Hillmer, Spring 2023 Online Master of Science Computer Science graduate, shares his experience juggling grad school with military life. ]]></teaser>  <type>news</type>  <sentence><![CDATA[Michael Hillmer, Spring 2023 Online Master of Science Computer Science graduate, shares his experience juggling grad school with military life. ]]></sentence>  <summary><![CDATA[<p>Michael Hillmer, Spring 2023 Online Master of Science Computer Science graduate, shares his experience juggling grad school with military life.&nbsp;</p>]]></summary>  <dateline>2023-05-01T00:00:00-04:00</dateline>  <iso_dateline>2023-05-01T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-05-01 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670690</item>      </media>  <hg_media>          <item>          <nid>670690</nid>          <type>image</type>          <title><![CDATA[Michael Hillmer, OMSCS graduate]]></title>          <body><![CDATA[]]></body>                      <image_name><![CDATA[MichaelHillmer.jpg]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/05/01/MichaelHillmer.jpg]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/05/01/MichaelHillmer.jpg]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/05/01/MichaelHillmer.jpg?itok=Swy_4QZa]]></image_740>            <image_mime>image/jpeg</image_mime>            <image_alt><![CDATA[Photo of Michael Hillmer]]></image_alt>                    <created>1682958333</created>          <gmt_created>2023-05-01 16:25:33</gmt_created>          <changed>1682958358</changed>          <gmt_changed>2023-05-01 16:25:58</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node><node id="667462">  <title><![CDATA[Your Newly-Elected Graduate Student Government Association Leadership]]></title>  <uid>36249</uid>  <body><![CDATA[<p>A message from Will Reichard, former Graduate Student Government Association (Grad SGA) president.</p><p>I am extremely proud to report that the graduate student body has elected Haden Boone and Kiera Tran to serve as our next Grad SGA president and executive vice president, respectively.</p><p>Haden is entering the third year of his Ph.D. in Industrial Engineering and completed his entire undergraduate education at Georgia Tech. He has served as the Grad SGA vice president of government affairs for the last year and has been involved with several other prominent student organizations over the duration of his collegiate experience.</p><p>Kiera will be entering the second year of her Ph.D. in Earth and Atmospheric Sciences. She transferred into Georgia Tech as an undergraduate student. This year, Kiera has served as the Grad SGA vice president of campus services.</p><p>As a graduate student, I am tremendously excited to be represented by them for the next year.</p><p>Haden and Kiera were officially sworn in on the evening of Thursday, April 20.</p><blockquote><p>It has been the honor of a lifetime to represent the graduate student perspective this year, and I am extremely thankful that I've had the opportunity to work within an organization that genuinely values collaboration between students, faculty, and administration. I believe that the Graduate Student Government is in a much better state now than it was in August, and I'm looking forward to Grad SGA's continued role in helping make Georgia Tech an even better place to study.&nbsp;</p></blockquote><p>In progress and service,</p><p><br />Will Reichard</p>]]></body>  <author>Sara Franc</author>  <status>1</status>  <created>1682024941</created>  <gmt_created>2023-04-20 21:09:01</gmt_created>  <changed>1682433655</changed>  <gmt_changed>2023-04-25 14:40:55</gmt_changed>  <promote>0</promote>  <sticky>0</sticky>  <teaser><![CDATA[A message from Will Reichard, former Graduate Student Government Association (Grad SGA) president.]]></teaser>  <type>news</type>  <sentence><![CDATA[A message from Will Reichard, former Graduate Student Government Association (Grad SGA) president.]]></sentence>  <summary><![CDATA[<p>A message from Will Reichard, former Graduate Student Government Association (Grad SGA) president.</p>]]></summary>  <dateline>2023-04-25T00:00:00-04:00</dateline>  <iso_dateline>2023-04-25T00:00:00-04:00</iso_dateline>  <gmt_dateline>2023-04-25 00:00:00</gmt_dateline>  <subtitle>    <![CDATA[]]>  </subtitle>  <sidebar><![CDATA[]]></sidebar>  <email><![CDATA[]]></email>  <location></location>  <contact><![CDATA[<p><a href="mailto:sara.franc@gatech.edu">Sara Franc</a><br />Communications Officer<br />Graduate and Postdoctoral Education</p>]]></contact>  <boilerplate></boilerplate>  <boilerplate_text><![CDATA[]]></boilerplate_text>  <media>          <item>670612</item>      </media>  <hg_media>          <item>          <nid>670612</nid>          <type>image</type>          <title><![CDATA[Kiera Tran and Haden Boone.png]]></title>          <body><![CDATA[<p>Left to right: Kiera Tran, executive vice president, and Haden Boone, president</p>]]></body>                      <image_name><![CDATA[Kiera Tran and Haden Boone.png]]></image_name>            <image_path><![CDATA[/sites/default/files/2023/04/24/Kiera%20Tran%20and%20Haden%20Boone_1.png]]></image_path>            <image_full_path><![CDATA[http://hg.gatech.edu//sites/default/files/2023/04/24/Kiera%20Tran%20and%20Haden%20Boone_1.png]]></image_full_path>            <image_740><![CDATA[http://hg.gatech.edu/sites/default/files/styles/740xx_scale/public/sites/default/files/2023/04/24/Kiera%2520Tran%2520and%2520Haden%2520Boone_1.png?itok=kJ35SNAZ]]></image_740>            <image_mime>image/png</image_mime>            <image_alt><![CDATA[Photo of Kiera Tran and Haden Boone]]></image_alt>                    <created>1682353621</created>          <gmt_created>2023-04-24 16:27:01</gmt_created>          <changed>1682353621</changed>          <gmt_changed>2023-04-24 16:27:01</gmt_changed>      </item>      </hg_media>  <related>      </related>  <files>      </files>  <groups>          <group id="221981"><![CDATA[Graduate Studies]]></group>      </groups>  <categories>          <category tid="129"><![CDATA[Institute and Campus]]></category>      </categories>  <news_terms>          <term tid="129"><![CDATA[Institute and Campus]]></term>      </news_terms>  <keywords>          <keyword tid="1808"><![CDATA[graduate students]]></keyword>      </keywords>  <core_research_areas>      </core_research_areas>  <news_room_topics>      </news_room_topics>  <files></files>  <related></related>  <userdata><![CDATA[]]></userdata></node></nodes>