Wojciech Reise
Engineering Manager at AKUR8
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolWojciech Reise is an engineering manager based in Paris with eight years of experience at the intersection of machine learning, computational topology, and applied mathematics. He transitioned from a PhD in mathematics at Université Paris-Saclay and research internships at Spotify into industry roles building audio fingerprinting and ML systems, now leading engineering efforts at AKUR8. His background includes contributing to giotto-tda and developing no-code deep-learning tooling, reflecting a blend of research-grade theory and practical product delivery. Wojciech’s work uniquely fuses persistent homology and algorithmic rigor to solve real-world audio identification problems, bringing uncommon mathematical depth to production ML. He is comfortable leading teams and shipping scalable solutions while keeping a researcher’s curiosity about new algorithmic and topological approaches.
8 years of coding experience
3 years of employment as a software developer
Exchange Mathematics, Exchange Mathematics at Ecole normale supérieureMaster Project Computational and Applied Mathematics, Master Project Computational and Applied Mathematics at University of OxfordMaster's degree Computational Science, Master's degree Computational Science at EPFLDoctor of Philosophy - PhD Mathematics, Doctor of Philosophy - PhD Mathematics at Université Paris-Saclay
French, English, Italian
Github Skills (40)
toolbox10
topology10
python-interface10
topological-data-analysis10
mapper10
geometry9
python9
machine-learning9
scikit-learn9
high-performance9
c-library9
coordinates7
dimension-reduction7
data-analysis7
python-bindings7
Programming languages (5)
Github contributions (5)
wreise/wreise.github.io
Nov 2020 - Nov 2024
Contributions:47 pushes, 1 branch in 4 years 1 month
wreise/giotto-tda
Jan 2020 - Aug 2022
A high performance topological machine learning toolbox in Python
Contributions:2 PRs, 445 pushes, 97 branches in 2 years 7 months
pythontopological-machine-learningtoolboxmachine-learningtopology
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