Research Interests I have broad interests in information retrieval, data mining, and machine learning. I was working on recommender system and Web search ranking problems in Yahoo! Labs. My Ph.D. research was on improving Web search for difficult queries. I also worked on mining knowledge from large scale search logs and mining bursty patterns from temporal text streams.