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.