Experience

Paper Digest

• United States
• Research Services
• 1 - 100 Employee

• Founder

  • May 2018 - Present

  New York, United States Based on deep learning & natural language processing systems, we have built an AI platform that understands text and generates contents with explanations. The platform provides a wide range of services like search, text generation, summarization, and question answering for three different application areas: “people”, “organizations” and “technologies”. Serving as a demo site, Paper Digest demonstrates the scalability and capabilities of the overall platform, and the "tech" area applications… Show more Based on deep learning & natural language processing systems, we have built an AI platform that understands text and generates contents with explanations. The platform provides a wide range of services like search, text generation, summarization, and question answering for three different application areas: “people”, “organizations” and “technologies”. Serving as a demo site, Paper Digest demonstrates the scalability and capabilities of the overall platform, and the "tech" area applications. It currently maintains hundreds of millions of tech documents (papers, patents, grants, etc) and serves researchers / engineers from thousands of companies, universities and research institutions each day. Show less



FMeasure (a fintech company)

• Co-Founder

  • Mar 2018 - Apr 2021

  Greater New York City Area Our team focused on (1) building a reasoning system for merger & acquisition services; (2) natural language processing techniques to track the markets & understand text in SEC filings (Form 3, 4, 5, 8K, 10K, 13F, 20F, etc.), earning call transcripts, company profiles, funding round descriptions and M&A transactions; (3) building a question answering engine for financial domain.



Elemental Cognition

• United States
• Technology, Information and Internet
• 1 - 100 Employee

• Researcher

  • Mar 2015 - Mar 2018

  Wilton, Connecticut Machine learning, natural language processing, and data mining. The work covers information extraction (entity extraction, relation extraction), temporal reasoning, common sense inference, automatic knowledgebase construction, term matching (synonym, antonym extraction), sentence matching (sentence alignment, text entailment) and document understanding (reading comprehension, question answering), etc.



Bridgewater Associates

• United States
• Investment Management
• 700 & Above Employee

• Researcher

  • Mar 2015 - Jan 2018

  Wilton, CT Machine learning, natural language processing, and data mining.



IBM Research

• Research Services
• 1 - 100 Employee

• Research Staff Member

  • Aug 2010 - Mar 2015

  Yorktown Heights, NY 1, Get IBM Watson question answering system ready to compete on Jeopardy! (focusing on Knowledge extraction & Machine Learning components). 2, Develop systems to understand text and build applications for the healthcare domain. 3, Develop systems to extract both open domain and healthcare domain knowledge from unstructured text using machine learning and natural language processing techniques.



Microsoft Research

• Think Tanks

• Intern

  • Jun 2009 - Aug 2009

  Cambridge, United Kingdom Search engine, Large scale ranking, Query log analysis.

• Intern

  • Jun 2008 - Aug 2008

  Hawthorne, NY Ranking, Question Answering, Feature Selection.



eBay

• United States
• Technology, Information and Internet
• 700 & Above Employee

• Intern

  • Jun 2007 - Aug 2007

  San Jose, CA Sentiment analysis on eBay's customer feedback.