Previously, he was a Research Assistant Professor at TTI Chicago, a philanthropically endowed academic computer science institute in the University of Chicago campus. He obtained his Ph.D. from the University of California, Berkeley in 2011, and B.Tech. in Computer Science and Engineering from IIT Kanpur in 2006. His research focusses on developing visual recognition architectures with an eye for efficiency and accuracy.