Em ensures the quality and reproducibility of VentureWell’s data through utilizing best collection and management practices. She joins VentureWell from the financial sector where she applied machine learning methods to large scale marketing and investments data. Prior to that, she cleaned and analyzed longitudinal social networks surveys in her role as research assistant for a study on cyberbullying. Em holds a B.A. in Sociology from Smith College.