Lisa Liu is a program analyst with the U.S. Global Development Lab’s Center for Transformational Partnerships. In this role, she performs research and data analysis on public-private partnerships and other approaches to private-sector engagement; she also develops tools to enable Agency staff to work in this area. Prior to joining USAID, Lisa worked a monitoring and evaluation firm, specializing in education and workforce development.