Mathieu Roques
Ingénieur-chercheur at EDF
Greater Paris Metropolitan Region France
Summary
🤩
Rockstar🎓
Top SchoolMathieu Roques is an ingénieur-chercheur and industrial engineering graduate focusing on energy transition and data-driven decision making, with three years’ experience across EDF, Giskard and industry projects. He blends quantitative modelling, software development (Python, PowerBI, Streamlit) and market/strategy analysis to build tools for long-term energy system planning and risk-aware ML evaluation. At EDF he contributed to long-term scenarios, cost-calculators and market design studies (intraday auctions, cross-border balancing), while at Giskard he implemented bias-reduction and vulnerability-detection features for ML models. Comfortable moving between hands-on coding and strategic analysis, he has a proven track record of turning complex energy and logistics problems into operational tools. Multilingual and classically trained (Chinese-section baccalaureate and Classe Prépa), he brings both rigorous analytical training and real-world product delivery experience.
3 years of coding experience
2 years of intensive courses to prepare for a national entrance exam to top engineering schools, 2 years of intensive courses to prepare for a national entrance exam to top engineering schools at Lycée CorneilleBaccalaureate in Chinese section, With honors, Baccalaureate in Chinese section, With honors at Institution Saint JosephMaster's in Energy Transition and Territories, Master's in Energy Transition and Territories at École nationale des ponts et chaussées
English, Chinese, Japanese
Github Skills (13)
llm10
quality-assurance10
machine-learning10
evaluation-framework10
artificial-intelligence10
mlops10
continuous-integration10
llmops10
ai10
reinforcement-learning10
cicd10
ai-security10
testing10
Programming languages (1)
Github contributions (1)
Giskard-AI/giskard
Apr 2023 - Aug 2023
🐢 Open-Source Evaluation & Testing for AI & LLM systems
Contributions:36 reviews, 29 PRs, 280 pushes in 4 months
continuous-integrationtesting-toolsquality-assuranceml-validationmlops
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