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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Domaines d’expertise

Langues

Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Espagnol
Capacité professionnelle limitée

Préférences en matière de lieu de travail

Accepte de travailler sur site

Paris 17e Arrondissement (jusqu’à 50 km), Montpellier (jusqu’à 50 km), Lyon (jusqu’à 50 km), Bordeaux (jusqu’à 50 km), Marseille (jusqu’à 50 km)

Direction générale des finances publiques
Generative AI Tech Lead
SECTEUR PUBLIC & COLLECTIVITÉS
novembre 2024 - Aujourd'hui (1 an et 7 mois)
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
CONSEIL & AUDIT
octobre 2025 - Aujourd'hui (8 mois)
Bruxelles, Belgique
• 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
SECTEUR PUBLIC & COLLECTIVITÉS
août 2023 - janvier 2024 (5 mois)
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.
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