Sam is an Associate for the Water Program. She researches, develops, and applies water-related data for a diverse set of projects. She is part of the Water, Peace, and Security (WPS) project, which aims to enable timely and effective responses to water-related challenges in hopes of mitigating conflict. Her work on this project includes building a machine learning model to forecast violent conflict around the world. Besides WPS, Sam also works on the Aqueduct Project.

Sudipto Sarkar is the World Bank’s Water Practice Manager for East Asia and the Pacific Region and is based in the World Bank’s Singapore Office. He has more than thirty years of work experience in water infrastructure and services. His experience also covers other sectors such as urban, energy, environment, and private sector participation. He has been in the World Bank since 1993 and has extensive Bank operational experience having worked in three regions (Eastern Europe and Central Asia; South Asia; and East Asia and the Pacific).