Hanting Xie is an experienced data scientist with a strong background in machine learning and data analysis. Xie's professional journey includes significant roles at Amazon Web Services as a Data Scientist and at Electronic Arts as a Part-time Data Editor, along with internships at Big Bit Ltd and the National Institute of Informatics. Xie also served as a Data Scientist at GameSparks Ltd, focusing on utilizing machine learning to uncover trends in gaming data. In addition to a Master's Degree in Machine Learning, Data Mining, and High Performance Computing from the University of Bristol, and a Bachelor's Degree in Computer Science from Macau University of Science and Technology, Xie holds a Ph.D. in Game Data Mining from the University of York. Recently, Xie held dual titles of Senior Applied Scientist and Applied Scientist II at Amazon.