Freelancer profile translated to English.

Description

Expert in cybersecurity and artificial intelligence, I specialize in securing LLM systems and agentic architectures — a domain where traditional security tools are no longer sufficient.

With a dual background in Mathematics and Cybersecurity, I combine formal rigor with a concrete adversarial approach: active red-teaming (Hack The Box, YesWeHack), applied research in LLM security, and institutional anchoring within the ANSSI network as a Cyber Helper.

My work focuses on the security architecture of LLM pipelines. I am developing a proprietary framework that formalizes the security invariants of language model-based systems.

I work with companies deploying AI agents or integrating LLMs into their critical processes, to map their real risks and build an adapted security posture.

Industry field of expertise

Languages

English
Conversational
French
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 15km)

ActaData
Consultant
SOFTWARE PUBLISHING
April 2024 - November 2024 (7 months)
Paris, France
I designed and delivered professional training programs for ActaData focused on data governance, compliance, and cybersecurity. In parallel, I developed an auditable security architecture for large language models (LLMs), based on security invariants and a strict separation between intent, policy, and execution, formalized in a dedicated research paper on LLM security.
LLM Security Secure AI Architecture AI Governance AI Security Audit Cybersecurity
Malakoff Humanis
Data Engineer / Lead Data Engineer
TECH
April 2017 - September 2024 (7 years and 5 months)
Paris, France
• Architecture and migration of Cloudera Data Lake to AWS (+40% performance)
• Secure ML Pipelines: MLOps, CI/CD, Docker containerization
• Deployment of predictive models via SageMaker with REST API
• Optimization of processing flows (60% reduction in execution time)
Aday
Data Scientist
DIGITAL AND IT
December 2011 - March 2017 (5 years and 3 months)
Paris, France
Aday — Media Aggregator
• AI processing of video/audio streams: advertisement detection, content filtering
• Complete BI solutions: dashboards, reporting, KPIs
• 4th / 1,600 participants (Kaggle)