Software Engineer with expertise in machine learning application and research. I have multi-year industry experience of solving real-life challenging machine learning problems and launching products that positively impacted the lives of billions of people. I have experience in building large scale, high performance, data driven systems. I am currently working on ML Systems which improve user trust and information quality in Google Maps. In my previous role as a data scientist at Microsoft Search, I have worked on improving query and document understanding systems and built recommendation systems from scratch. My focus areas are natural language processing, information retrieval and opinion fraud detection using deep learning techniques.