Liying (Lynn) Fang currently serves as an Operations Analyst at Marriott International since April 2024. Prior to this role, Liying held various positions at in4mation insights from May 2022 to April 2024, including Senior Marketing Science Analyst, Marketing Science Analyst, and Marketing Analyst. Liying contributed as a Student Data Analyst in a Consulting Practicum Project with Microsoft from January 2022 to May 2022, focusing on generating consumer business insights through data analysis. Previously, Liying worked at Xiamen Airlines as a Product Manager from 2016 to 2019, where responsibilities included managing marketing campaigns, conducting data analysis for customer profiling, and enhancing sales relationships. Liying holds a Master of Science in Business Analytics from the University of Wisconsin-Madison and a Bachelor of Engineering in Food Science and Engineering from Beijing Forestry University.