Frederic Gessler
Data Engineer
Switzerland
Summary
👤
Senior🎓
Top SchoolFrederic Gessler is a Data Engineer and EPFL Computer Science master’s student with eight years of hands-on experience building data platforms, ML-powered imaging tools, and scalable analytics pipelines. He has moved from prototyping deep learning segmentation models and UI tooling for electron-microscope workflows to productionizing data engineering solutions at ELCA and now Partners Group, blending ML research instincts with pragmatic infrastructure work. His background spans distributed analytics at petabyte scale (AWS + Spark), CI/CD and microservice design, and practical computer-vision wins such as a DeepLabv3 prototype reaching 0.71 IoU on a challenging industrial dataset. Particularly interested in the intersection of compilers and ML systems, he brings a rare mix of systems-level thinking, empirical model evaluation, and production deployment experience. Based in Switzerland, he routinely balances research curiosity with stakeholder-driven product decisions and a focus on measurable improvements in throughput and model transferability.
8 years of coding experience
5 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at EPFLCFC Design de circuits - Programmation, CFC Design de circuits - Programmation at CPLN
French, English
Github Skills (14)
vlsi7
placement7
rubiks-cube6
vlsi-physical-design6
deep-learning4
computer-vision4
pytorch4
euler4
surface4
machine-learning3
tensorflow3
gpu-acceleration2
distributed-training2
petsc2
Programming languages (5)
Github contributions (5)
gessfred/LocalSGD-Code
Mar 2020 - Jun 2020
Contributions:230 pushes in 3 months
geofot96/StudyBuddy
Oct 2018 - Dec 2018
Contributions:329 commits, 33 PRs, 182 pushes in 2 months
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