I work at ACT Inc., where I lead the automated content generation research and spearhead the development on the use of machine learning/AI in various educational applications. In addition I lead business capture and proposal development efforts and serve as PI on various research programs. My technical background is in natural language processing, computer vision, and applied machine learning.
Contact: h_yuchi AT yahoo DOT com
Working
2021 - 2023, Lead Research Scientist, Team of Automated Content Generation, ACT Inc.
2019 - 2021, Senior Manager, Team of Automated Content Generation, ACT Inc.
2019 - 2019, Senior Research Scientist, ML&AI, ACTNext of ACT Inc.
2015 - 2017, Research Scientist - NLP, Educational Testing Service, Princeton, NJ
2012 - 2015, Senior Research Scientist/Project Lead at NEC Research Lab at Beijing
2010 - 2012, Research Scientist at GE Global Research (Niskayuna, NY)
2005 - 2010, Graduate Research Assistant at Rutgers University (advisor: Dr. Dimitris N. Metaxas)
2008, Research Intern at NEC Laboratories America, Inc. (Cupertino, CA)
2007, Research Intern at Siemens Cooperation Research (Princeton, NJ)
2003 - 2004, Research Intern at Microsoft Research Asia at Beijing (mentor: Dr. Stephen Lin)
2002 - 2003, Research Assistant at Chinese Academy of Sciences (advisor: Dr. Hanqing Lu)
Education
09/2004 - 07/2010, Ph.D., Computer Science, Rutgers University, New Brunswick, NJ
09/2006 - 01/2009, M.Sc., Mathematical Finance, Rutgers University, New Brunswick, NJ
09/2001 - 07/2004, M.Sc., Pattern Recognition, Chinese Academy of Sciences, Beijing, China
09/1997 - 07/2001, B.Eng., Automatic Control, Beijing University of Aeronautics and Astronautics, Beijing, China
Teaching
09/2004 - 05/2005, Teaching Assistant for the undergraduate course `Numerical Analysis'
Publication (Google Scholar Page)
My Chinese blog: http://yuchihuang.wordpress.com