Ren-huai Huang
Principal Data Scientist
Chesterfield, Missouri, United States
Summary
👤
Senior🎓
Top SchoolRen-huai Huang is a Principal Data Scientist with 11 years of experience bridging biomedical research and enterprise clinical informatics to deliver production-grade risk models and large-scale analytics for health systems. Trained as a Ph.D. biochemist, he pairs deep domain knowledge with practical expertise in Python, R, cloud (Google Cloud/BigQuery), and ML frameworks (fastai, PyTorch, TensorFlow) to drive value-based care, population health, and clinical quality improvement. He has led analytics organizations at Ascension and Pediatric Associates, built and validated morbidity and readmission models used for system-wide reporting, and corrected foundational issues in CMS Star Ratings through reproducible R tooling. A hands-on mentor and developer, he authors R packages and custom biosensor/structural biology analysis code, translating complex statistical learning and Bayesian methods into auditable clinical decision support. Based in Chesterfield, Missouri, he combines academic rigor with operational delivery, uniquely fluent in both high-performance scientific computing and enterprise data pipelines.
11 years of coding experience
11 years of employment as a software developer
M.S. Biochemistry and Molecular Biology, M.S. Biochemistry and Molecular Biology at Hunan Normal UniversityPh.D. Biochemistry and Molecular Biology, Ph.D. Biochemistry and Molecular Biology at Chinese Academy of Sciences
English, Chinese
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (15)
science10
data-science9
python9
machine-learning9
ios6
ionic-framework6
cordova6
curve2
nonlinear1
git1
github1
curve-fitting1
nbdev1
fastai1
jupyter1
Programming languages (1)
Github contributions (5)
huangrh/relvm
Jun 2017 - Oct 2024
Contributions:18 pushes, 1 branch in 7 years 5 months
huangrh/Emily
Jan 2016 - Mar 2021
Contributions:49 pushes, 2 branches in 5 years 2 months
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