Gregor Gebhardt
Back-end Developer at Mercedes-Benz Tech Innovation
Cologne, North Rhine-Westphalia, Germany
Summary
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Senior🎓
Top SchoolGregor Gebhardt is a back-end developer and machine learning specialist with 13 years of experience building production-ready systems and research-grade algorithms. He holds a Doktor-Ingenieur in Machine Learning and Robotics and has bridged academic research and industry work—from postdoctoral projects to ML engineering at Nuromedia and back-end development for Mercedes-Benz Tech Innovation. His background includes state estimation and representation research for high-dimensional robotic systems, low-level controller development, and practical autonomous-driving software, reflecting a rare blend of theoretical depth and hands-on systems engineering. Based in Cologne, he focuses on Python-driven ML pipelines and robust backend services that take models from prototype to production. Colleagues benefit from his experience across academia and industry, where he translates complex research insights into maintainable, scalable software.
13 years of coding experience
3 years of employment as a software developer
Technischen Universität DarmstadtBachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at Freie Universität Berlin
German, English, Spanish, French
Github Skills (91)
rescue10
deep-reinforcement-learning10
hector10
api9
serverless9
kong9
pytorch9
jupyterlab9
docker9
nginx9
robocup9
scenarios9
reinforcement-learning9
gateway9
ai8
Programming languages (6)
Github contributions (5)
gregorgebhardt/cluster_work
Jul 2017 - Aug 2019
Contributions:11 releases, 47 commits, 66 pushes in 2 years 1 month
gregorgebhardt/gym-kilobots
Nov 2017 - Aug 2019
Contributions:27 commits, 13 pushes, 1 branch in 1 year 9 months
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