Work
2021/08- present, Machine Learning and Big Data Engineer-> Director of Machine Learning at Fidelity Investments , Durham, NC, USA
2012/01- 2021/08, Life Sciences Consultant->Senior Software Engineer at d-wise, an Instem Company , Morrisville, NC, USA
2009/04- 2011/12, Statistical SAS Programmer at Biostatistics plateform, Clinical R&D, sanofi pasteur , the vaccines division of sanofi-aventis Group, Beijing, China
2008/03-2009/03, Software Analyst(Intern) at SAS Institute Inc. R&D, Beijing, China
Education
2021(expected), Master degree in Statistics/Math, North Carolina State University , Raleigh, NC
2009/07, Master degree in Software Engineering, Peking University , Beijing, China
2005/07, Bachelor degree in Economics, Beijing Technology and Business University , Beijing, China
Publication and Presentation
- Dejiang TAN, Shuangcheng MA, Xiutang CAO, Jiangtang HU(co-author and Deputy Editor in Chief, in Simplified Chinese). Statistical Application in Biopharmaceutical Regulatory Science. Beijing: China Science and Technology Press. 2011/09
- Jiangtang HU(Editor in Chief, in Simplified Chinese). Young IT Professionals. Beijing: Publishing House of Electronics Industry. 2009/09. traditional Chinese version published by Taipei: GOTOP Books, GOTOP Information Inc. 2010/03
- Jiangtang HU. R or Python: A programmer’s Response. present at PhUSE US Connect 2018 , Raleigh, NC, 2018/06/05
- Jiangtang HU. Can A SAS Programmer Stay Cool. present at The SouthEast SAS Users Group (SESUG) 2017 , Cary, NC, 2017/11/05
- Jiangtang HU. New Game in Town: SAS® Proc Lua with Applications. present at The SouthEast SAS Users Group (SESUG) 2016 , Bethesda, MD, 2016/10/16
- Jiangtang HU. Confidence Intervals for Binomial Proportion Using SAS®: The All You Need to Know and No More. present at The SouthEast SAS Users Group (SESUG) 2015 , Savannah, GA, 2015/09/27
- Jiangtang HU. When Bad Things Happen to Good SAS® Programmers. present at The SouthEast SAS Users Group (SESUG) 2015 , Savannah, GA, 2015/09/27
- Jiangtang HU. SAS Metadata Querying and Reporting Made Easy: Using SAS Autocall Macros. present at The SouthEast SAS Users Group (SESUG) 2014 , Myrtle Beach, SC, 2014/09/19
- Jiangtang HU. List Processing with SAS: A Comprehensive Survey. present at The SouthEast SAS Users Group (SESUG) 2013 , St. Pete, FL, 2013/10/20
- Jiangtang HU. The Hitchhiker’s Guide to Github: SAS Programming Goes Social. present at The SouthEast SAS Users Group (SESUG) 2013 , St. Pete, FL, 2013/10/20
- Jiangtang HU. A SAS Programming Framework for Data Extraction Using Perl Regular Expression: The First Wave. present at The SouthEast SAS Users Group (SESUG) 2012 , Durham, NC, 2012/10/15
- Jiangtang HU. R versus SAS: 7 common misconceptions. present at 4th China R User Conference 2011 , Beijing, 2011/05/29
- Jiangtang HU. Work Smarter rather than Harder-tools for growing up a SAS programmer. present at SAS Global Forum 2011 , Las Vegas, 2011/04/05
- Jiangtang HU and Na YE.XML: The SAS Approach. presented at CDISC Interchange China 2010, Shanghai, 2010/09/15
Training and Certificate
- Leadership Development For Pharmaceuticals R&D Managers by Dr. Richard Bayney of Project & Portfolio Value Creation (2010/10/27-28, Shanghai)
- Intercultural Skills and Working in an International Environment by Edith Coron of EOC-Intercultural Ltd (2009/10/19 and 2009/11/18-19, Beijing)
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization by Andrew Ng on Coursera(2017/10)
- Structuring Machine Learning Projects by Andrew Ng on Coursera(2017/10)
- Neural Networks and Deep Learning by Andrew Ng on Coursera(2017/08)
- CS120x: Distributed Machine Learning with Apache Spark by Ameet Talwalkar on edX(2016/08/15)
- Hadoop Platform and Application Framework by Natasha Balac on Coursera(2015/12)
- Computing for Data Analysis by Roger Peng on Coursera(2013/04/17)
- SAS Certified Data Integration Developer for SAS 9 by SAS Institute Inc.(2012/12/14)
- SAS Certified Advanced Programmer for SAS 9 by SAS Institute Inc.(2010/06/12)
- SAS Certified Base Programmer for SAS 9 by SAS Institute Inc.(2010/04/08)
- ADaM Implementation by Jack Shostak on behalf of CDISC, Inc.(2014/02/22)
- SDTM Implementation by Shannon Labout on behalf of CDISC, Inc.(2014/02/18)
- CDASH Implementation by Shannon Labout of CDISC, Inc.(2012/02/17)
- ADaM Implementation by Sandy Lei on behalf of CDISC, Inc.(2009/10/29)
Technical Interests
C++, Java, Scala/Spark, C#- Python, SAS,
Perl, Powershell, SQL, R, HTML
- PostgreSQL, Snowlake, Oracle
- Windows, Linux(Ubuntu),
Unix (Solaris)
Domain Knowledge
- CDISC (CDASH, SDTM, ADaM, ODM, Define.xml)
- OpenCDISC, Define.PDF, S-Cubed CRT, entimICE
- Statistical and programming analysis life cycle
- Applied Statistics, Numerical Linear Algebra, Machine Learning/Deep Learning
-
Credit Scoring, Economics/Econometrics
Blogs
Tech Blog (SAS, applied statistics, and clinical industry related, in English) From a Logical Point of View
Non-tech (life, readings and opinions, in Chinese) 丽·江行
Personal
Married, with two children