Shengpu Tang
Assistant Professor at Emory University
Atlanta, Georgia, United States
Summary
👤
Senior🎓
Top SchoolShengpu Tang is an Assistant Professor and machine learning researcher with a decade of experience developing computational methods that extract knowledge from sequential experiences, with a strong focus on healthcare applications. His work spans reinforcement learning, deep learning, time-series modeling, transfer learning, and fairness, aiming to translate clinical use cases into broadly relevant AI/ML innovations. Trained at the University of Michigan (MS, PhD) and experienced as a research intern at Microsoft, he blends rigorous academic research with practical system-building and mentoring experience in data-intensive health projects. He has taught and designed machine learning coursework, mentored summer institutes on messy clinical data, and contributed to applied risk-stratification efforts, highlighting his ability to move models from theory toward real-world impact.
10 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science and Engineering, Doctor of Philosophy - PhD Computer Science and Engineering at University of Michigan - Rackham Graduate SchoolGCE Advanced Level Certificate, GCE Advanced Level Certificate at Hwa Chong InstitutionBachelor's degree Computer Science, Bachelor's degree Computer Science at University of Michigan College of EngineeringDual enrollment, Dual enrollment at National University of Singapore
English, Chinese, Japanese
Github Skills (42)
preprocessing10
python10
data-science10
pandas10
doi10
machine-learning10
manipulation10
deep-learning10
tensorflow10
data-analysis10
ml9
data-manipulation9
dataframes9
deep-neural-networks9
neural-network9
Programming languages (6)
Github contributions (5)
shengpu1126/BDSI2019-ML
May 2019 - Jul 2019
Contributions:69 commits, 63 pushes in 2 months
MLD3/M-CURES
Sep 2020 - Apr 2022
Contributions:49 commits, 1 push in 1 year 6 months
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