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  <title><![CDATA[Beyond the Barcode: ISyE Senior Design Winners Cut Home Depot's Self-Checkout Shrinkage ]]></title>
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<p><span lang="EN-US"><span>T</span><span>he </span><span>H. Milton Stewart School of Industrial and Systems Engineering </span><span>(</span><span>ISyE</span><span>) </span><span>is pleased to acknowledge the achievements of six </span></span><a href="https://isye.gatech.edu/engage/engage-isye-students/senior-design-clients" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Senior Design</span></span></a><span lang="EN-US"><span> finalist teams. Recognized for their exceptional work in project complexity, methodological execution, and potential impact, these teams </span><span>showcase</span><span> the pinnacle of academic and practical excellence. Join us in exploring the noteworthy accomplishments of these </span><span>ISyE</span><span> teams as they address real-world challenges with innovative solutions.&nbsp;</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>This milestone event introduced three distinct project categories: Senior Design Finalists, KS2 Technologies Design with Impact Awards, and Featured Create-X </span><span>interdisciplinary </span><span>p</span><span>rojects.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Senior </span><span>Design in</span><span> </span><span>ISyE</span><span> involves completing ISYE 4106, a team-based engineering project addressing a real-world problem for a client, serving as a mentored experience that </span><span>facilitates</span><span> the transition from academic study to practical engineering application.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Within</span><span> the Senior Design Finalists category, one team stood out: <a href="https://capstone.isye.gatech.edu/research/less-shrinking-more-doing">Less Shrinking More Doing. That's the Power of the Home Depot.</a></span><span> They earned recognition as the winning team, presenting a project focused on enhancing the security of the self-checkout process.&nbsp;</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>The team is </span><span>comprised</span><span> of Eva Hobson, Lindsey Jerome, Audrey Johnson, Maddy Mazurik, Alexandra Rachman, Grace Saad, Adam </span><span>Mualem</span><span>, and Alex Varghese. Under the leadership of </span><span>c</span><span>lient</span><span> </span><span>c</span><span>ontact </span></span><a href="https://www.linkedin.com/in/jonathanmhorowitz" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Jonathan Horowitz</span></span></a><span lang="EN-US"><span> and </span><span>a</span><span>dvisor </span></span><a href="https://www.isye.gatech.edu/users/siva-theja-maguluri" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. Siva Theja </span><span>Maguluri</span></span></a><span lang="EN-US"><span>, this dedicated team excelled in their efforts.</span><span>&nbsp;</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Their innovative approach involves prioritizing transactions based on riskiness and triggering employee interventions, </span><span>ultimately reducing</span><span> self-checkout shrinkage. This method, which included developing a visual representation in Python and a groundbreaking risky transaction algorithm, garnered praise for its dedication and problem-solving ingenuity.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Dr. </span><span>Maguluri</span><span>, reflecting on his first-time experience as a faculty advisor, shared his surprise at </span><span>witnessing</span><span> theoretical concepts come to life</span><span>.&nbsp;</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>"I've taught about Simson’s paradox, but for me, it was a theoretical example. </span><span>We saw it in real life.</span><span> Anytime there is this paradox, the confounding factor is extremely challenging to figure out.</span><span> One of my students poured through data and was able to figure it out manually – it was incredibly impressive to witness.</span><span>"</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Additionally, </span><span>Audrey Johnson highlighted the uniqueness of their project, emphasizing the hyper-technical nature of their solution</span><span>.&nbsp;</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>“</span><span>I’ve</span><span> never seen a project like this where our entire solution is technical as opposed to a physical solution.</span><span> So, my favorite part of all this was writing about 3,000 lines of code which really aligns with what type of work </span><span>I'd</span><span> like to do after graduation</span><span>.</span><span>”</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Horowitz expressed his admiration, </span><span>stating</span><span>, "I would hire every single person on this team if we had the roles."</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>The </span><span>ISyE</span><span> Senior Design Showcase also featured remarkable projects from other finalist teams. The </span></span><a href="https://www.aa.com/homePage.do" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>American Airlines</span></span></a><span lang="EN-US"><span> team, </span></span><a href="https://capstone.isye.gatech.edu/research/cargo-big-or-cargo-home"><span lang="EN-US"><span>Cargo Big or Cargo Home</span></span></a><a href="https://expo.gatech.edu/prod1/portal/portal.jsp?c=17462&amp;p=413142918&amp;g=413665329&amp;id=416822052" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>,</span></span></a><span lang="EN-US"><span> </span><span>guided by </span></span><a href="https://www.isye.gatech.edu/users/john-vande-vate" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. John Vande </span><span>Vate</span></span></a><span lang="EN-US"><span>, focused on </span><span>optimizing</span><span> cargo versus passenger baggage, promising significant system and revenue growth.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>The </span></span><a href="https://www.coca-colacompany.com/" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Coca-Cola</span></span></a><span lang="EN-US"><span> team, <a href="https://capstone.isye.gatech.edu/research/simply-chill">Simply Chill</a>, under the guidance of </span><span>c</span><span>lient</span><span> </span><span>s</span><span>ponsor </span></span><a href="https://case.isye.gatech.edu/people/saeed-siddiqi" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Saeed Siddiqi</span></span></a><span lang="EN-US"><span> and </span><span>a</span><span>dvisor </span></span><a href="https://www.isye.gatech.edu/users/alejandro-toriello" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. Alejandro Toriello</span></span></a><span lang="EN-US"><span>, significantly </span><span>i</span><span>mpacted</span><span> </span><span>inventory management, aiming for a 15% reduction in inventory costs.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>The <a href="https://capstone.isye.gatech.edu/research/buzzin-dumpster-divers">Buzzin Dumpster Divers</a> worked with </span></span><a href="https://dining.gatech.edu/home" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>GT Dining Services</span></span></a><span lang="EN-US"><span> and was </span><span>recognized with the KS2 Technologies Design with Impact </span><span>Award and </span><span>worked on</span><span> </span><span>optimizing</span><span> waste systems under the guidance of </span><span>c</span><span>lient </span><span>c</span><span>ontact </span></span><a href="https://facilities.gatech.edu/d-and-c-personnel-list" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Malte Weiland</span></span></a><span lang="EN-US"><span> and Faculty </span><span>a</span><span>dvisors </span></span><a href="https://www.isye.gatech.edu/users/craig-tovey" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. Craig Tovey</span></span></a><span lang="EN-US"><span> and </span></span><a href="https://www.isye.gatech.edu/users/valerie-thomas" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. Valerie Thomas</span></span></a><span lang="EN-US"><span>.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><a href="https://www.steelcase.com/" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Steelcase</span></span></a><span lang="EN-US"><span>'s team</span><span> </span><span>proposed proactive usage-based fixes to predict repairs before critical errors, offering </span><span>a new approach</span><span> in <a href="https://capstone.isye.gatech.edu/research/steelcase-data-driven-supplier-selection">Operation Predict-Prescribe-Profit</a></span></span><a href="https://expo.gatech.edu/prod1/portal/portal.jsp?c=17462&amp;p=413142918&amp;g=413665329&amp;id=416810735" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>,</span></span></a><span lang="EN-US"><span> collaborating with </span><span>c</span><span>lient</span><span> </span><span>c</span><span>ontact </span><span>Edward Vander Bilt</span><span> and </span><span>a</span><span>dvisor </span></span><a href="https://www.isye.gatech.edu/users/anton-kleywegt" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. Anton </span><span>Kleywegt</span><span>.</span></span></a><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Additionally, the event </span><span>showcased</span><span> the </span><span>f</span><span>eatured </span><span>ISyE</span><span> Create-X projects, including SNOOZE led by </span></span><a href="https://www.isye.gatech.edu/users/john-vande-vate" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. John Vande </span><span>Vate</span></span></a><span lang="EN-US"><span> and RealTalk under the guidance of </span></span><a href="https://www.isye.gatech.edu/users/craig-tovey" rel="noreferrer noopener" target="_blank"><span lang="EN-US"><span>Dr. Craig Tovey</span></span></a><span lang="EN-US"><span>, highlighting innovative approaches in addressing contemporary challenges.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>The </span><span>ISyE</span><span> Senior Design Showcase celebrated the dedication, professionalism, and innovative solutions of these teams to real-world challenges. These projects not only exemplified academic excellence but also offered practical and impactful contributions to their respective industries. As the event continues to evolve, it promises a platform for future </span><span>ISyE</span><span> teams to shine and make significant contributions to the field.</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>_____</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>All Teams:&nbsp;</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><strong lang="EN-US"><span>Senior Design Finalists:</span></strong><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Client: American Airlines</span></span><span>&nbsp;</span></p>
</div>

<div>
<ul>
	<li>
	<p><span lang="EN-US"><span><strong>Project Title: </strong>Cargo Big or Cargo Home</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Team members:</strong> Dylan Allister | Brandon Griffin | Taylor Hunter | </span><span>Allanda</span><span> (Lonnie) Kriener | Colleen </span><span>Molton</span><span> | Parker </span><span>Neithercut</span><span> | Emma Prol | Katherine Wehrenberg</span></span><span> </span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Client Contact: </strong>Roman Shevchuk</span></span><span> </span><span lang="EN-US"><span>Advisor: Dr. John Vande </span><span>Vate</span></span><span> </span></p>
	</li>
</ul>
</div>

<div>
<p><span lang="EN-US"><span>Client: Coca Cola</span></span><span>&nbsp;</span></p>
</div>

<div>
<ul>
	<li>
	<p><span lang="EN-US"><span><strong>Project Title: </strong>Coca-Cola Chilled Warehousing Network</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Team Members: </strong>Caleb Becker | Ariana Garbers | Rakshanda Khan | Pablo Martin Jimenez | Tram Anh Nguyen | Thao Phan | </span><span>Thi</span><span> Tran | Rachel </span><span>Wewengkang</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Client Sponsor: </strong>Saeed Siddiqi</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Advisor: </strong>Dr. Alejandro Toriello</span></span><span> </span></p>
	</li>
</ul>
</div>

<div>
<p><span lang="EN-US"><span>Client: The Home Depot</span></span><span>&nbsp;</span></p>
</div>

<div>
<ul>
	<li>
	<p><span lang="EN-US"><strong><span>Project Title</span></strong><span><strong>: </strong>Less</span><span> Shrinking More Doing.</span></span><span> </span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Team Members: </strong>Eva Hobson | Lindsey Jerome | Audrey Johnson | Maddy Mazurik | Alexandra Rachman | Grace Saad | Adam </span><span>Mualem</span><span> | Alex Varghese</span></span><span> </span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Client Contact:</strong> Jonathan Horowitz</span></span><span> </span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Advisor: </strong>Dr. Siva Theja </span><span>Maguluri</span></span><span> </span></p>
	</li>
</ul>
</div>

<div>
<p><strong lang="EN-US"><span>Design with Implementation and Impact, sponsored by KS2 Technologies</span></strong><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Client: GT Dining Services/GT Sustainability</span></span><span><span>&nbsp;</span></span></p>

<ul>
	<li>
	<p><span lang="EN-US"><span><strong>Project Title: </strong>Recycling Revamp: A Comprehensive Redesign of Georgia Tech Dining’s Waste Systems</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Team Members: </strong>Ashling Devins | Yuting Gu | Rachel </span><span>Kneeburg</span><span> | Juliana Markham | Alejandro Porcella | Eva Reiling | Amber Seaberg | </span><span>Jiaxi</span><span> Yu</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Client Contact: </strong>Malte Weiland</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Faculty Advisors: </strong>Dr. Craig Tovey and Dr. Valerie Thomas</span></span><span>&nbsp;</span><span lang="EN-US"><span>&nbsp;</span></span><span> </span></p>
	</li>
</ul>
</div>

<div>
<p><span lang="EN-US"><span>Client: Steelcase</span></span><span>&nbsp;</span></p>
</div>

<div>
<ul>
	<li>
	<p><span lang="EN-US"><span><strong>Project Title:</strong> Operation Predict-Prescribe- Profit</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Team Members:</strong> Neal </span><span>Austensen</span><span> | Nicholas Broadway | Alexander Buckelew | Craig Cassidy | Luke Eckenrod | Jackson Fisher | Justin Kaplin | Matthew Mazzacano</span></span><span> </span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Client Contact: </strong>Edward Vander Bilt</span></span><span><span>&nbsp;</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Advisor:</strong> Dr. Anton </span><span>Kleywegt</span></span><span> </span></p>
	</li>
</ul>
</div>

<div>
<p><strong lang="EN-US"><span>Featured </span><span>ISyE</span><span> Create-X projects</span></strong><span>&nbsp;</span></p>
</div>

<div>
<p><span lang="EN-US"><span>Project Title: SNOOZE&nbsp;</span></span><span>&nbsp;</span></p>
</div>

<div>
<ul>
	<li>
	<p><span lang="EN-US"><span><strong>Team Members:</strong> Emily Bell, Michael Boling, Mia Ferro, Olivia Lawson, Tyler Michael, Scott Rostick</span></span><span> </span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Advisor:</strong> Dr. John Vande </span><span>Vate</span></span><span> </span></p>
	</li>
</ul>
</div>

<div>
<p><span lang="EN-US"><span>Project Title: Real Talk</span></span><span>&nbsp;</span></p>
</div>

<div>
<ul>
	<li>
	<p><span lang="EN-US"><span><strong>Team Members: </strong>Shane Cooper, Ben Crane, Claudia </span><span>Dwortz</span><span>, Z. Serra Koker, Alex Lee, Cassandra Marshall</span></span></p>
	</li>
	<li>
	<p><span lang="EN-US"><span><strong>Advisor:</strong> Dr. Craig Tovey</span></span><span> </span></p>
	</li>
</ul>
</div>

<div>
<p><span lang="EN-US"><span>______</span></span><span>&nbsp;</span></p>
</div>

<div>
<p><em lang="EN-US"><span>Author: Nat M. Esparza</span></em><span>&nbsp;</span></p>
</div>

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<p><span>&nbsp;</span></p>
</div>
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      <value><![CDATA[Congratulations to the Winning Team That Worked with The Home Depot to Enhance the Security of the Self-Checkout Process ]]></value>
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      <value><![CDATA[<div>
<p><span lang="EN-US"><span>ISyE</span><span> </span><span>acknowledges six Senior Design finalist teams for their exceptional work. Recognized in project complexity, methodological execution, and potential impact, these teams epitomize academic and practical excellence. Explore their noteworthy accomplishments addressing real-world challenges with innovative solutions. The event featured three project categories: Senior Design Finalists, KS2 Technologies Design with Impact Awards, and Featured Create-X interdisciplinary projects.</span></span><span>&nbsp;</span></p>
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            <title><![CDATA[The Home Depot - Less Shrinking, More Doing]]></title>
            <body><![CDATA[<p>Team Members: Eva Hobson | Lindsey Jerome | Audrey Johnson | Maddy Mazurik | Alexandra Rachman | Grace Saad | Adam&nbsp;Mualem&nbsp;| Alex Varghese&nbsp;</p>

<p>Advisor: Dr. Siva Theja&nbsp;Maguluri&nbsp;</p>
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