Participate in Startup Day @ WSDM 2017!! , Cambridge, UK, Feb 6, 2017.

Since 2018 I have been working at Samsung Research America as a Senior Director. In my present role I lead the large-scale evaluation, metrics and data analysis for Samsung's Bixby voice assistant. I also lead an AI team that conducts research in deep learning and generative AI.

From 2009 until Aug 2018, I was a Principal Applied Scientist at Microsoft's Bing R&D Division where I worked on data modeling and machine learning problems in Web Search. ently my work is focussed on online user experience metrics and visualization. Since joining Bing, some of the web search projects I responsible for prototyping and shipping were: machine-learned ranking and placement of vertical search results on the SERP; crawling policy that uses a machine-learned selection algorithm; index-based conflation of knolwedge in Bing Satori knowledge base; language-independent document quality classifiers; as the Spam Dev Lead, I scaled out the spam removal process by establishing a ML+Editor-in-the-Loop process, introduced a modular ML-centric architecture for rapid model development and deployment, and contained spam attacks; user exprience metrics and visualization for search.

Prior to joining Microsoft, I was a Principal Scientist at the Yahoo! Labs from June 2007 to July 2009. At Yahoo! I was responsible for proposing and prototyping the machine-learned algorithm for web summarization (aka snippets/captions), and I was the Tech lead of the team that productized the ML summarization framework. The summarizer served over 3 billion queries per month in the US market and was deployed in various international markets.

From February 2001 to May 2006 I was a Research Staff Member at the IBM Almaden Research Center, San Jose, CA, where I was an early member of the Webfountain project and worked on web search relevance and information extraction. Prior to joining IBM I was a Co-Director of the Language and Media Processing Laboratory, at the University of Maryland, College Park. I received my PhD in Electrical Engineering from the University of Washington, Seattle, WA.

I have over 80 publications in the areas of web search and mining, information retrieval and extraction, optical character recognition, computer vision, and systems. A paper I co-authored received the best paper award at the WWW 2003 conference. At University of Maryland (with colleagues) I raised over 3 million dollars from government and industry. I have co-chaired and have been a member of program committee of numerous conferences. I am a senior member of the IEEE.

In my spare time I enjoy mountaineering and running.


Selected Publications

Papers Patents Workshop