Description

Most organizations deploy AI, then figure out governance. I do both at once - anchoring governance frameworks in what production metrics actually reveal.

I deploy and oversee LLM-based systems in high-constraint environments (public sector, regulated organizations), with hands-on work on API integration, monitoring (Grafana/Prometheus, TTFT, latency, error signals), and model evaluation.

I also lead AI usage doctrine at national scale - coordinating legal, security, compliance, and engineering contributors to produce frameworks that hold in production, not just on paper.

I've contributed to European-level AI governance through roles with the European Commission and the Council of Europe.

Available for: AI governance advisory · LLM deployment · monitoring & evaluation · AI Act readiness

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Industry field of expertise

Languages

French
Native or bilingual
English
Fluent
Spanish
Conversational

Workplace preferences

Can work on-site

Paris 17e Arrondissement (up to 50km), Montpellier (up to 50km), Lyon (up to 50km), Bordeaux (up to 50km), Marseille (up to 50km)

Direction générale des finances publiques
Generative AI Tech Lead
PUBLIC SECTOR
November 2024 - Today (1 year and 7 months)
Noisy-le-Grand, France
Deployment of generative AI assistants across 11 directorates (95K users).

Responsibilities:
• LLM integration and prompt systems
• monitoring stack (Grafana, Prometheus)
• performance benchmarking (TTFT / latency)
• A/B testing and model tuning
• AI governance framework defining supervision levels and risk taxonomy

Impact:
• Enabled safe deployment of generative AI in a large public administration.
Gouvernance IA Politique publique Python FastAPI
European Commission
Expert evaluator - Horizon Europe
CONSULTING AND AUDITS
October 2025 - Today (8 months)
Bruxelles, Belgium
• Evaluation and selection of strategic European projects in AI, digital technologies, and public innovation.
• Assessment of technical feasibility, governance maturity, regulatory compliance, and impact potential.
• Contribution to funding decisions shaping European AI and digital strategy.
Audit Transformation digitale AI Governance
Direction interministérielle du numérique (DINUM)
Generative AI Engineer
PUBLIC SECTOR
August 2023 - January 2024 (5 months)
Paris, France
Development of the frontend interface for France’s interministerial generative AI platform.

Responsibilities:
• chat interface development
• sources display and traceability
• feature design based on user feedback
• product presentations across ministries

Impact:
• Improved usability and adoption readiness of a national generative AI platform.
React.js IA générative Prompt engineering Typescript