Frithjof Winkelmann
Data Scientist
Munich, Bavaria, Germany
Summary
🤩
Rockstar🎓
Top SchoolFrithjof Winkelmann is a data scientist with 11 years of software engineering experience, currently building predictive models at Neko Health after a focused stint on prediction under uncertainty for autonomous driving at Argo AI and CARIAD. With a Master's from TUM, he blends deep learning research (point clouds, radar SLAM, explainability) with practical production engineering across Python/TensorFlow, Java/Spring, and cloud-native tooling. He has a proven track record moving models from research into products—extending AutoML and explainability in ZEISS and integrating prediction stacks at automotive scale. Comfortable across the full stack, he pairs front-end and backend experience from earlier full‑stack roles with recent specialization in safety‑critical ML systems. An understated strength is his ability to navigate both research-driven prototyping and robust software delivery in regulated industries.
11 years of coding experience
8 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Technical University of MunichHigh School, High School at Humboldt Gymnasium Radeberg
English, German
Stackoverflow
243reputation
2kreached
11answers
1question
Github Skills (56)
typescript10
typescript-definitions9
dts9
keras9
determinant8
python8
deep-learning8
machine-learning8
data-science7
tensorflow7
wearable-devices7
matlab7
public-transport7
numerical-analysis7
lu-decomposition7
Programming languages (9)
Github contributions (5)
Hoff97/note-pwa
Apr 2020 - Oct 2021
Simple Note taking PWA
Contributions:52 commits, 67 pushes in 1 year 6 months
pwanote-taking
Hoff97/tensorjs
Dec 2020 - Apr 2021
Deep learning for the Web
Contributions:542 commits, 20 PRs, 100 pushes in 3 months
deep-learningkerasmachine-learningtensorflow
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