I am a member of the Application Modernization team in the Hybrid Cloud group at Bangalore, India. My current work is around building AI powered solutions for automated refactoring of monolith applications into microservices. My research is focused on developing general-purpose source code understanding models using current advances in Deep Learning to enable Semantic Code Search, Code Summarization, Clone Detection and other application refactoring problems.
I have also worked on Time-Series modeling using Deep Learning, Large-scale Recommendation Systems and Text Mining systems for Social media data in the past. My research interests are in Natural Language Processing and Text Generation, Models for understanding source code, Unsupervised learning and Reinforcement Learning.
I completed my Masters in Intelligent Systems from The University of Texas at Dallas in 2009 and my Bachelor of Engineering in Information Technology from University of Mumbai in 2007.