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Yu F. is an experienced data scientist and algorithm engineer currently working at DiDi since 2018. Prior to this role, Yu F. served as a business data analyst at LinkedIn from 2017 to 2018 and held a position as a teaching assistant at BitTiger in the same year. Yu F. has also worked as a research assistant at George Washington University and Xi'an Jiaotong-Liverpool University. In 2014, Yu F. was a risk analyst at China CITIC Bank International Limited. Educational qualifications include a Master of Science in Statistics from The George Washington University and dual Bachelor's degrees in Financial Mathematics from the University of Liverpool and Xi'an Jiaotong-Liverpool University. Notable achievements include extracting and processing transaction data for trading system construction and employing advanced machine learning techniques for optimal prediction models.