Jean-marie John-mathews
Co-CEO And Cofounder at Giskard AI
Paris, Ile-de-France
Summary
🤩
Rockstar🎓
Top SchoolJean-marie John-mathews is a Co-CEO and cofounder with a decade of experience at the intersection of AI research, product and public policy, currently leading Giskard AI in Paris. He holds advanced training across data science, economics, law and philosophy and is completing a PhD in AI ethics, bringing a rare blend of technical, regulatory and humanistic perspectives to ML safety, fairness and privacy. An active researcher and published author in FairML, XAI and privacy-preserving ML, he also contributes to open-source evaluation tooling for AI and LLMs (notably to the Giskard project). He teaches mathematics, econometrics and algorithms at leading French institutions and has built bridges between academia, industry and public stakeholders through roles like Chair manager and EU technical consultant. Known for translating rigorous research into practical testing and evaluation workflows, he pairs hands-on ML engineering with strategic leadership and policy impact.
10 years of coding experience
3 years of employment as a software developer
Bachelor's degree Philosophy, Bachelor's degree Philosophy at Institut catholique de ParisMaster's degree Philosophy, Master's degree Philosophy at University of Paris I: Panthéon-SorbonnePhD AI Ethics, PhD AI Ethics at Université Paris-SaclayMaster's degree Quantitative Economics and Econometrics, Master's degree Quantitative Economics and Econometrics at Paris School of EconomicsEngineer's degree Data science, Engineer's degree Data science at ENSAE ParisMaster's degree Economics and Public Policies, Master's degree Economics and Public Policies at École Polytechnique
French, tamoul, English, German
Github Skills (5)
mlops10
python10
pandas9
scikit8
scikit-learn8
Programming languages (5)
Github contributions (5)
Giskard-AI/giskard
Mar 2022 - Sep 2022
🐢 Open-Source Evaluation & Testing for AI & LLM systems
Role in this project:
ML Engineer
ML EngineerContributions:14 reviews, 14 commits, 14 PRs in 6 months
Contributions summary:Jean-marie primarily contributes to the testing and evaluation of AI and LLM systems within the Giskard-AI repository. They implemented heuristic tests, specifically `test_output_in_range`, and made related code adjustments to the `giskard-ml-worker` component. Furthermore, the user made a change in description and corrected a typo within the `metamorphic_tests.py` file. They also merged a branch.
continuous-integrationtesting-toolsquality-assuranceml-validationmlops
jmsquare/sentiment-analysis
Nov 2022 - Nov 2022
Contributions:4 PRs, 4 pushes, 3 branches in 1 day
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