Charles Liu, PhD

Charles Liu is a senior quantitative researcher at Man Numeric. His research efforts focus on network driven information flow, factor timing, machine learning based factor combination, event strategies, quantitative crowding, and alternative data from public and private markets. Charles is also co-portfolio manager of the Numeric Liquid Private Equity Alternative Strategy.

Prior to joining Man Numeric in 2016, Charles was a research analyst at Goldman Sachs, Asia.

Charles received a doctorate degree in quantitative marketing from New York University and a master’s degree in system engineering from University of Pennsylvania.