Georgios Exarchakis
Senior Research Scientist at Institute of Image-Guided Surgery (IHU Strasbourg)
Strasbourg, Grand Est, France
Summary
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Senior🎓
Top SchoolGeorgios Exarchakis is a Senior Research Scientist in Strasbourg with 11 years of experience bridging mathematics, computational science, and interpretable machine learning for high-dimensional biomedical data. Trained as a mathematician and with postdoctoral and academic roles across Europe and Berkeley, he focuses on developing transparent, theory-driven ML methods to identify when and why algorithms succeed. His work sits at the intersection of theory and observation—he prizes models that are not only performant but whose operating conditions are understood—and applies this perspective to image-guided surgery and neuroscience. Known for shifting from pure math to functional brain modeling, he brings a rare combination of mathematical rigor, practical experimental validation, and a mission to clarify ML’s implicit assumptions for safer deployment.
11 years of coding experience
7 years of employment as a software developer
Master of Science - MS, Computational Science, Master of Science - MS, Computational Science at Goethe-Universität Frankfurt a. MainBachelor's degree, Mathematics, Bachelor's degree, Mathematics at Aristotle University of Thessaloniki (AUTH)Doctor of Science, Mathematics and Computer Science, Doctor of Science, Mathematics and Computer Science at Carl von Ossietzky University of Oldenburg
Github Skills (41)
sparse9
quantile9
fuzzy-logic9
shell8
cli8
zsh8
probabilistic8
rails7
bash7
php7
python7
docker7
macos6
keras6
homebrew6
Programming languages (4)
Github contributions (5)
gexarcha/dsc
Jul 2018 - Jun 2019
Contributions:9 commits, 5 pushes, 1 branch in 11 months
gexarcha/academic
Feb 2021 - Aug 2023
Contributions:92 pushes, 1 branch in 2 years 5 months
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