Serena Xu

Serena Xu is a seasoned Machine Learning Engineer specializing in Natural Language Processing, currently contributing expertise at ByteDance AI Lab since May 2020. Prior experience includes significant roles at Zhuiyi Technology and S.F. Express Co. Ltd, where Serena led innovative research and developed advanced applications in dialogue systems, question answering, and knowledge graphs. Early career experiences include an internship at Zhuiyi Delta Plus Inc., focusing on distributed systems and word vector optimization, as well as project consultancy at SXL Market Research, where valuable market strategies and confidence models were developed. Serena holds a Master's degree in Management Information Systems from Carnegie Mellon University and a Bachelor's degree in Information Management and Finance from Sun Yat-sen University.