Personalization and machine learning veteran. 5 patents pending in recommendations domain, and over 4 publications in international conferences. He developed Personalization engines for Amazon.com, IMDB, Zappos and audible. He is Masters in Computer Science, specializing in Machine Learning from University of Illinois Urbana-Champaign (USA) and a BTech in the same from IIT Guwahati(India).