Arne Schmidt
Germany
Summary
👤
Senior🎓
Top SchoolArne Schmidt is a Senior Data Scientist based in Germany with 11 years of experience and nine years focused on applying AI to computer vision, particularly in medical and automotive domains. He combines a strong mathematical foundation (MSc and BSc in Mathematics) with hands-on engineering from roles at TomTom and Fraunhofer, and research depth from a PhD on probabilistic deep learning for histopathology. At AIgnostics he now builds and validates models to detect and classify cancer in digital pathology, leveraging uncertainty estimation and crowdsourced annotation techniques developed during his doctoral work. He has practical experience shipping ML systems with CI/CD and Kubernetes and a track record in dataset creation, anonymization, and semantic segmentation. Colleagues benefit from his rare mix of rigorous probabilistic modeling and production-grade software engineering.
11 years of coding experience
4 years of employment as a software developer
Bachelor's degree, Mathematics, 1.7 (grades in Germany: 1-best to 6-worst), Bachelor's degree, Mathematics, 1.7 (grades in Germany: 1-best to 6-worst) at Freie Universität BerlinMaster's degree, Mathematics, 1.5 (grades in Germany: 1-best to 6-worst), Master's degree, Mathematics, 1.5 (grades in Germany: 1-best to 6-worst) at Technische Universität Berlin
Github Skills (33)
cad10
async9
architecture9
bim9
linux9
windows9
freecad9
3d9
3d-printing9
hal9
macos9
rust8
embedded8
opencascade8
executor8
Programming languages (6)
Github contributions (5)
dulouie/FreeCAD-modern-config
Feb 2019 - Feb 2022
Configuration files to look freecad like a modern CAD system.
Contributions:38 commits, 3 PRs, 34 pushes in 3 years
cadfreecad
dulouie/FreeCAD
Nov 2017 - Dec 2020
my FreeCAD sandbox
Contributions:26 pushes, 18 branches in 3 years
sandboxfreecad
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