{"692576":{"#nid":"692576","#data":{"type":"event","title":"ISyE Student Seminar Series - Nicholas Sovich","body":[{"value":"\u003Ch2\u003EFlying First-Class on Analytics: Predicting Airline Employee \u0022Standby\u0022 Probabilities\u200b\u003C\/h2\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cstrong\u003EAbstract: \u003C\/strong\u003EFormer Delta data scientist Nick Sovich introduces SCORPION, a machine learning model that predicts standby boarding probabilities for nearly 500,000 Delta flights up to four months in advance. \u200b\u003Cbr\u003E\u003Cbr\u003EBuilt from his experience on 500+ standby flights, SCORPION continuously retrains on historical outcomes and is now used by thousands of Delta employees.\u200b\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Ch2\u003EFlying First-Class on Analytics: Predicting Airline Employee \u0022Standby\u0022 Probabilities\u200b09\/16\/2026\u003C\/h2\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Flying First-Class on Analytics: Predicting Airline Employee \u0022Standby\u0022 Probabilities\u200b"}],"uid":"27764","created_gmt":"2026-09-11 20:55:01","changed_gmt":"2026-09-11 20:57:15","author":"Scott Jacobson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-09-16T16:00:00-04:00","event_time_end":"2026-09-16T17:00:00-04:00","event_time_end_last":"2026-09-16T17:00:00-04:00","gmt_time_start":"2026-09-16 20:00:00","gmt_time_end":"2026-09-16 21:00:00","gmt_time_end_last":"2026-09-16 21:00:00","rrule":null,"timezone":"America\/New_York"},"location":"GeorgeTower 1102\u200b","extras":[],"hg_media":{"681141":{"id":"681141","type":"image","title":"ISyE Student Seminar Series - Nicholas Sovich","body":null,"created":"1789160180","gmt_created":"2026-09-11 20:56:20","changed":"1789160180","gmt_changed":"2026-09-11 20:56:20","alt":"ISyE Student Seminar Series - Nicholas Sovich","file":{"fid":"265501","name":"sovich-13813.png","image_path":"\/sites\/default\/files\/2026\/09\/11\/sovich-13813.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/11\/sovich-13813.png","mime":"image\/png","size":164566,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/11\/sovich-13813.png?itok=nM-l6AIS"}}},"media_ids":["681141"],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}