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 (65)
typescript10
typescript-definitions9
deep-learning9
dts9
machine-learning8
determinant8
matlab7
numerical-analysis7
numerical-integration7
public-transport7
wearable-devices6
jquery6
apache-spark6
html6
ai6
Programming languages (10)
Github contributions (5)
Hoff97/hikeandfly
Sep 2024 - Apr 2026
Glide area calculator for paragliders
Contributions:55 PRs, 145 pushes, 9 branches in 1 year 6 months
Hoff97/note-pwa
Apr 2020 - Oct 2021
Simple Note taking PWA
Contributions:52 commits, 67 pushes in 1 year 6 months
pwanote-taking
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.