Wojciech Reise
Engineering Manager at AKUR8
Paris, Ile-de-France
Summary
🤩
Rockstar🎓
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.
9 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
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (23)
python10
topology10
machine-learning10
topological-data-analysis10
scikit-learn10
mapper10
cpp8
python-bindings8
dimensionality-reduction7
stock6
predict5
fourier-transform4
scalar3
decode3
noise3
Programming languages (5)
Github contributions (5)
wreise/wreise.github.io
Nov 2020 - Jan 2026
Contributions:49 pushes, 1 branch in 5 years 3 months
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
machine-learningpython
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