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Xiquan Cui (´ÞϲȪ) is a seasoned professional in machine learning and data science, currently serving as the Senior Manager of Machine Learning & Data Science at The Home Depot since June 2015. In this role, Xiquan leads initiatives to enhance customer experiences through advancements in AI and data science, focusing on areas such as Gen AI, recommendations, and personalization. Additionally, Xiquan chairs the research committee to promote innovation and develop future leaders in the field. Previous experience includes positions at Qualcomm, California Institute of Technology, and Visualyze Technologies, Inc., with significant contributions to machine learning applications and optical imaging technologies. Xiquan holds a Ph.D. in Electrical Engineering from Caltech, a Master's in Physics from Portland State University, and a Bachelor's in Optical & Electrical Engineering from Zhejiang University.