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Aileen Gui is a data scientist currently working at Meta in Reality Labs since October 2024. Prior experience includes serving as a Senior Data Scientist and Data Scientist at Peloton Interactive, where the focus was on motivating users to increase workout frequency. Aileen held the position of Senior Product Analyst at Grubhub, concentrating on enhancing app funnel conversion. Additional roles include Associate Management Consultant at KPMG US, where responsibilities encompassed building deep learning models and executive reporting, and a data science role at Curology focused on customer lifetime value prediction and retention strategies. Early career experience includes a data science position at John Deere's Intelligent Solutions Group. Aileen holds a Bachelor of Science in Business Administration, a Bachelor of Arts in Data Science, and a Bachelor of Arts in Economics from the University of California, Berkeley.