Welcome!

I am Amber Xiaoyan Liu. I am an Assistant Professor in Information Systems & Analytics department at the Leavey School of Business, Santa Clara University. 

My research focuses on developing and applying data-driven approaches to solve practical problems that arise in today’s business world, as well as providing insights to relevant stakeholders. I am interested in a wide range of topics including design and operations of online marketplaces, revenue management of innovative business models, and operations-finance interface. In my recent research, I primarily use machine learning and causal inference to facilitate informed decision making, predict agent behavior, and understand the societal impact of policy making. Aspirationally, my research attempts to better humanity.

Link to CV: [CV]

Research