Shengmin Z
Machine Learning Engineer at ByteDance
McLean, Virginia, United States
Summary
🤩
Rockstar🎓
Top SchoolShengmin Z is a machine learning engineer with five years of experience building data-driven models and production ML systems across fintech and HR platforms. He holds a Ph.D. in Physics and transitioned from quantitative risk modeling at BNY Mellon to data science roles at Capital One and Gusto, now applying ML at ByteDance. His background blends rigorous research training with practical experience in deploying robust models in regulated and high-scale consumer environments. Comfortable at the intersection of statistics, engineering, and product, he has repeatedly moved from prototype to production in cross-functional teams. Based in McLean, Virginia, he brings both domain depth in financial risk and curiosity-driven problem solving uncommon in typical ML practitioners.
5 years of coding experience
6 years of employment as a software developer
Bachelor's degree Physics, Bachelor's degree Physics at University of Science and Technology of ChinaDoctor of Philosophy (Ph.D.) Physics, Doctor of Philosophy (Ph.D.) Physics at University of Pittsburgh
Github Skills (25)
flutter10
ios10
windows10
cross-platform10
devtools10
desktop10
sdk10
android10
macos10
debug9
flutter-plugin9
mobile9
background-service9
material-design9
dart9
Programming languages (3)
Github contributions (5)
zzm990321/engine
Jun 2022 - Aug 2022
The Flutter engine
Contributions:10 pushes, 1 branch in 1 month
flutterflutter-engine
zzm990321/flutter_ume
Apr 2022 - Apr 2022
UME is an in-app debug kits platform for Flutter. Produced by Flutter Infra team of ByteDance
Contributions:8 pushes, 1 branch in 4 days
umebackground-servicedartinfrateam-infra
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