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Chaoyi (Mina) Zheng is a Data Science Manager at Lightyear Health since July 2021, specializing in delivering data synthesis solutions for pharmaceutical clients while ensuring data privacy. Previously, experience includes serving as a Principal and Senior Data Scientist at Replica Analytics, where Chaoyi piloted machine learning algorithms for data synthesis software. Earlier roles include Data Science Fellow at Insight Data Science, Statistician II at NORC at the University of Chicago, and Biostatistician at Georgetown University, contributing to multiple research projects and producing numerous peer-reviewed publications. Chaoyi holds a Master's degree in Biostatistics and a Master's in Biomedical Science Policy and Advocacy from Georgetown University, along with a Bachelor's degree in Biology from Beijing Forestry University.