Kumar has been working on graph problems on GPUs such as clustering coefficient and dynamic graphs and also contributes to the ArrayFire open source library that enables users to write high-performant code on GPUs with minimal effort. Kumar received his M.S. in computational science, mathematics, and engineering from the University of California, San Diego, and his B.E. in computer science from BITS Pilani.