Arun Sharvirala is a member of the ESG research team and focuses on new product development and machine learning applications for ESG research offerings. Prior to joining MSCI, Arun worked on natural language processing and machine learning applications for the Information and Communications Technology Council, a Canadian not-for-profit organization. He holds a master’s degree in Systems Science and Industrial Engineering from State University of New York at Binghamton.