I am a machine learning researcher at Apple. Prior to this, I worked as a research scientist at Google. I received my PhD from the department of Electrical and Computer engineering at the University of Maryland, College Park working with Professor Rama Chellappa. Before coming to UMD, I worked with the video camera design teams of Cisco Systems and Tandberg-R&D in India. Prior to that, I received my bachelor's degree in Electrical engineering from Indian Institute of Technology (IIT), Madras, India.