Liz Johnson is a Data Scientist at The Clean Slate Initiative (CSI). As a member of the Research and Data team, Liz is responsible for applying her knowledge of statistics and computer programming to support CSI’s overarching policy strategy and research agenda, measure and validate the impact of Clean Slate policy, provide data-driven recommendations, and more.