I have graduated from the Theory group of Pennsylvania State University. My doctoral advisor was Dr. Adam D. Smith. I am a post-doctoral research associate jointly hosted by Stanford University and Microsoft Research, Silicon Valley Campus. I am currently working with Dr. Cynthia Dwork and Prof. John Mitchell.
I am primarily interested in statistical data privacy and its relation to machine learning and data mining. More precisely, I study the privacy implications in problems spanning the areas of high-dimensional statistics, online learning and pattern mining. Usually studying the privacy implications result in analyzing the algorithmic stability of existing learning algorithms. Recently, I have been also interested in studying the interrelation between various privacy notions and their practical implications.
My formal training has been in theoretical computer science, but I am equally interested in the theory and system building aspects of large scale deployment of private learning algorithms.
I got my undergraduate degree (B.Tech) in Electrical and Electronics Engineering from National Institute of Technology Karnataka, Surathkal in 2007. Immediately after my graduation in 2007, I joined SQL Compact group in Microsoft India Development Center and worked there till June, 2008.