Fabian Eitel
Perception Engineer at ML Services
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolFabian Eitel is a Perception Engineer and machine learning scientist with 10 years of experience applying deep learning to neuroscience, computer vision, audio/MIR, and industrial anomaly detection. He blends academic rigor from a PhD trajectory at the Bernstein Center with practical product experience—co-founding startups, generating B2B revenue from an IoT product, and delivering ML solutions as a freelancer. At DB Systel and multiple freelance engagements he ships perception systems and music-education tools, leveraging Python, Java, Spark/Flink and production-grade distributed stacks. He’s a competition-proven practitioner (3rd place PAC 2018, hackathon wins) who also excels at storytelling and pitching technical visions. Having lived on three continents and worked across research and industry, he’s comfortable translating complex model insights into actionable engineering and business outcomes. A curious generalist, he often explores what models learn visually—bridging neuroscience interpretability with real-world perception systems.
10 years of coding experience
10 years of employment as a software developer
EIT Digital - Double Degree Master of Science (M.Sc.), Data Science, EIT Digital - Double Degree Master of Science (M.Sc.), Data Science at Université Nice Sophia AntipolisDoctor's Degree, Computational Neuroscience, Doctor's Degree, Computational Neuroscience at Humboldt-Universität zu BerlinInternational Management for Business and IT, International Management for Business and IT at Vancouver Island UniversityInternational Management for Business and IT, International Management for Business and IT at Duale Hochschule Baden-WürttembergEIT Digital - Double Degree Master of Science (M.Sc.), Data Science, EIT Digital - Double Degree Master of Science (M.Sc.), Data Science at Universidad Politécnica de MadridedX BerkeleyXAbitur, 1,7, Abitur, 1,7 at Siebengebirgsgymnasium Bad HonnefThe Fulton School St. Albans
German, English, French, Spanish
Github Skills (27)
trains9
mri9
experiment8
version-control8
optical-flow8
neuroimaging7
torchvision7
evolution7
k8s6
deep-learning6
machine-learning6
pytorch6
devops5
experiment-manager5
aws5
Programming languages (2)
Github contributions (5)
derEitel/patch_individual_filter_layer
Feb 2020 - Sep 2021
Contributions:26 commits, 10 pushes in 1 year 7 months
derEitel/nitorch
Jun 2018 - May 2022
Nitorch: A PyTorch wrapper for Neuroimaging
Contributions:86 commits, 1 PR, 4 pushes in 4 years
pytorchneuroimagingdeep-learningtorchtorchvision
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.