Freelancer profile translated to English.

Description

I help organizations govern their AI systems - from regulatory frameworks to technical production deployment.

My expertise: building operational AI governance frameworks, in compliance with the AI Act, and equipping technical teams so that governance rules are actually applied (policy-as-code, assessment, monitoring).

I am currently working on the emerging challenges of agentic AI and MLOps / LLMOps / AgentOps architectures.

My profile is hybrid, at the intersection of three domains that teams often handle separately: engineering, system observability, and institutional governance.

Background: Head of AI Governance in a large international group (insurance), after leading the national AI usage policy for the French administration (deployment of LLM systems for 95,000+ users). I also contributed to AI governance at the European level (European Commission, Council of Europe).

I can assist with: AI governance scoping and auditing, AI Act compliance, AI system assessment and risk management, technical team support, and acculturation/training.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

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)

AXA Group Operations
AI Governance Lead
BANKING AND INSURANCE
June 2026 - Today (2 months)
Paris, France
Building the Group's international AI governance framework (federated model: Group provides tools, entities adapt locally).
Design and deployment of an operational AI governance framework, with a focus on agentic AI (AgentOps).
Translation of governance rules into computational and applicable controls (policy-as-code), beyond the reference document.
Risk-based approach for the most sensitive use cases, in collaboration with Risk and Compliance teams: assessment, bias, reliability.
Product Owner for the Group's AI governance tool: vision, backlog, multi-entity deployment.
AI Governance Agentic AI MLOps AI Act Policy-as-code
Direction générale des finances publiques
Generative AI Tech Lead
PUBLIC SECTOR
November 2024 - June 2026 (1 year and 7 months)
Noisy-le-Grand, France
Leading the deployment of generative AI assistants in 11 departments (95,000 users) and the national AI usage policy.
Integration of LLMs and prompt systems, monitoring stack (Grafana, Prometheus), performance benchmarking (TTFT / latency), A/B testing and model tuning.
Design of the AI governance framework: supervision levels and risk taxonomy.
Result: Controlled large-scale deployment of generative AI in a public administration.
AI Governance LLM Model Evaluation Python FastAPI
Commission européenne
Expert Evaluator - Horizon Europe
CONSULTING AND AUDITS
October 2025 - Today (10 months)
Bruxelles, Belgium
Evaluation and selection of strategic European projects in AI, digital technologies, and public innovation.
Analysis of technical feasibility, governance maturity, regulatory compliance, and potential impact.
Contribution to funding decisions that shape European AI and digital strategy.
AI Governance Audit Digital Transformation