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Yuan Liu is a Lead Data Scientist at Macy's since June 2021, specializing in supply chain analytics, including in-season sales forecasting and data migration. Concurrently, Yuan serves as a Data Science Fellow at Insight Data Science, providing consulting services to A Thinking Ape for predicting revenue in a freemium game. Previous experience includes roles as a Research Assistant at George Washington University, a Researcher at OCSEA with a focus on statistical support for contract negotiations, and a Tax Analysis Professional for the Ohio Department of Taxation. Yuan holds a Master of Philosophy in Public Policy & Public Administration from The George Washington University, a Master of Public Administration from The Ohio State University, and a Bachelor's degree in Public Affairs Administration from Chongqing University.