Xi Liang is Data Science Lead at Endeavour Group, which has more than 8 years' experience in advanced analytics and software engineering. She is responsible for establishing data science capability and has enabled double-digit million dollars incremental sales through AI and machine learning for Endeavour Group. Prior to joining Endeavour Group, she worked at McKinsey & Company for 4 years leading advanced analytics projects in Australia, Japan, China, and the US. She published more than 10 scientific papers at renowned international journals and conferences and published 4 US patents.