Andrew Long
Health Data Scientist Machine Learning Engineer
Mountain View, California, United States
Summary
👤
Senior🎓
Top SchoolAndrew Long is a Health Data Scientist and Machine Learning Engineer with nine years of experience building predictive models and data products that improve clinical care, currently driving health analytics at Apple from Mountain View. He combines rigorous academic training (PhD in Biomedical Engineering) and hands-on ML production experience—deploying XGBoost models, automated scoring pipelines, and Tableau dashboards that served tens to hundreds of thousands of patients. Equally comfortable digging into EMR ETL, NLP for clinical text, or statistical experiment design, he has a track record of translating noisy biomedical data into actionable workflows and C-suite-facing insights. A former academic researcher who ran large human-subject experiments and optimized robotic exosuits, he brings experimental rigor and reproducible analysis practices to product-focused teams. Known for mentorship, teaching, and presenting workshops at ODSC, he pairs curiosity-driven problem solving with practical, production-grade engineering.
8 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (PhD), Biomedical/Medical Engineering, Doctor of Philosophy (PhD), Biomedical/Medical Engineering at The Johns Hopkins University School of MedicineMaster's degree, Mechanical Engineering, Master's degree, Mechanical Engineering at Northwestern University
English
Github Skills (10)
machine-learning8
shap8
shapley7
gradient-boosting7
deep-learning7
markov6
markov-chain5
python3
chain3
extensible2
Programming languages (2)
Github contributions (5)
andrewwlong/odsc_workshop
Oct 2018 - Oct 2019
Contributions:9 commits, 8 pushes, 1 branch in 1 year 1 month
andrewwlong/classification_metrics_sklearn
Aug 2018 - Aug 2018
Contributions:4 commits, 3 pushes, 1 branch in 1 day
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