Mathis Germa
Senior Data Scientist
Toulouse, Occitania, France
Summary
👤
Senior🎓
Top SchoolMathis Germa is a Senior Data Scientist based in Toulouse with 10 years of experience translating applied mathematics into production-ready AI solutions across environmental monitoring, cybersecurity, and industrial R&D. He currently designs predictive, geospatial and hydrodynamic models at Bioceanor, blending statistical rigor with engineering practices to deliver actionable water quality insights. Previously he led AI R&D teams and managed cross-functional engineering efforts, adapting research papers into robust ML systems under strict security and deployment constraints. Comfortable from low-level C integrations to TensorFlow pipelines, he iterates quickly with CI/CD, testing and performance automation to ensure reproducibility in production. Known for bridging theory and practice, he often applies mathematical optimization and signal-processing perspectives to non-obvious problems such as vector data fusion and anomaly detection in SIEM data.
9 years of coding experience
6 years of employment as a software developer
M.S. Computer Science (unfinised due to Covid) Computational Perception and Robotics , M.S. Computer Science (unfinised due to Covid) Computational Perception and Robotics at Georgia Institute of TechnologyEngineer's degree Applied mathematics & Computer Science, Engineer's degree Applied mathematics & Computer Science at ENSEEIHTCPGE MPSI-MP, CPGE MPSI-MP at Lycée Blaise Pascal
French, English
Stackoverflow
113reputation
656reached
9answers
3questions
Github Skills (27)
multiprocessing6
mysql-python6
python6
dataframe6
pandas6
matplotlib6
mariadb6
correlation5
satellite-imagery4
scanning4
gis3
notebook3
earth-observation3
nessus3
jupyterlab3
Programming languages (2)
Github contributions (5)
CS-SI/eotile
Feb 2021 - Nov 2021
Contributions:1 release, 228 commits, 13 PRs in 9 months
MGERMA/Jenkins-pipe
Jun 2020 - Jun 2020
Contributions:76 pushes, 1 branch in 10 days
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