Martin Knoche
CI CD Engineer Software Integration
Garmisch-Partenkirchen, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolMartin Knoche is a CI/CD Engineer and Dr.-Ing. who bridges cutting-edge computer vision research with production-grade AI deployment, currently integrating agentic AI into BMW’s autonomous driving CI/CD pipelines. With nine years of experience spanning a TUM doctoral focus on deep learning, face recognition and super-resolution to hands-on engineering internships in automotive systems, he combines rigorous academic foundations with practical tooling and process improvements. He specializes in operationalizing ML—designing CI/CD strategies, automation and tooling that make research reproducible and scalable in safety-critical environments. Based in Garmisch-Partenkirchen, he brings cross-disciplinary exposure from international exchanges and Arctic image-processing research to large-scale automotive software integration. Colleagues know him for translating complex models into auditable, deployable workflows rather than theoretical prototypes.
9 years of coding experience
Research Project, Image Processing and Informationextraction, Research Project, Image Processing and Informationextraction at University Centre in SvalbardNorges teknisk-naturvitenskapelige universitetDoctor's Degree, Deep Learning Computer Vision, Doctor's Degree, Deep Learning Computer Vision at Technical University of MunichMaster’s Degree, Electrical Engineering and Information Technology, 1.8, Master’s Degree, Electrical Engineering and Information Technology, 1.8 at Technische Universität München
English, Norwegian, German
Github Skills (44)
face-detection10
face10
emotion-recognition10
toolbox10
widgets10
faceid10
facial-recognition10
tensorflow-lite10
face-recognition10
scriptable10
face-identification10
ios9
java9
python9
emotion9
Programming languages (4)
Github contributions (5)
Martlgap/cheatsheets
Sep 2022 - Sep 2024
A collection of my cheatsheets for development
Contributions:2 PRs, 58 pushes, 2 branches in 2 years
linuxcheatsheet
Martlgap/CryptoDepotWidget
Mar 2021 - May 2021
Contributions:24 commits, 18 pushes, 1 branch in 2 months
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