Xin Z. has a robust background in software engineering and research, featuring experience at notable organizations including Amazon and Bayer. As a Research Assistant at the University of Pittsburgh, Xin Z. developed supervised models that significantly improved the accuracy of auto-generated medical knowledge bases, resulting in published research. At Bayer, Xin Z. contributed to the design and implementation of the IoT platform serving over 10,000 medical devices. Currently, as a Software Engineer II at Amazon, Xin Z. leverages previous expertise gained through various roles, including a Software Development Intern position focused on blockchain technology at the Institute of Computing Technology, Chinese Academy of Sciences. Xin Z. holds a Bachelor of Science in Pharmaceutical Sciences from Peking University, as well as Master’s degrees in Information Science from the University of Pittsburgh and Medicinal Chemistry from Peking University.