Drew Conway joined Two Sigma in April 2019 and is currently Head of Data Science for Two Sigma’s private investment businesses, where his responsibilities include oversight of all private investment data science initiatives including those related to Two Sigma Real Estate, where he manages strategy and resourcing. Prior to joining Two Sigma, Mr. Conway founded Alluvium to bridge the gap between industrial machine data and the businesses and consumers who use this data to make better decisions. He served as CEO and was the driving force behind the company's vision and growth, until its acquisition in 2019 (acquired by Augury). Mr. Conway is a former senior advisor to the Mayor’s Office of Data Analytics for the City of New York, and he previously served as an advisor to Mortar Data (acquired by Datadog in 2015) and YHat (acquired by Alteryx in 2017). Mr. Conway started his career as a computational social scientist in the U.S. intelligence community, supporting the U.S. counter-terrorism mission. Mr. Conway is also the co-founder of DataKind, a global non-profit of pro bono data scientists, and sits on its advisory board. He also sits on the advisory boards of multiple other startups, academic institutions, and government agencies. Mr. Conway is also the author of “Machine Learning for Hackers,” an introductory text on machine learning techniques. Mr. Conway is a graduate of Hamilton College and holds a Ph.D. from New York University.