At a high level, his research involves developing statistical models and building systems for analyzing large-scale and heterogenous data. Prior to joining IBM, Niketan was a PhD student at Rice University where he was advised by Dr. Chris Jermaine. His PhD thesis is titled "Large-Scale Online Aggregation Via Distributed Systems."