Curriculum Vitae

Second year. Structured extraction with constrained decoding over the French Competition Authority archive, domain ontologies and knowledge graphs, and post-training (RLVR, RLAIF) for domain reasoning.

Leading platform development and the research on an agentic harness for reconnaissance, payload and scenario construction, and pentest planning.

Java engineer on a core module of the ALTO platform; then built Merlin and Morgan, internal agents for engineering support over 3M+ lines of documentation.

Led the team building the university's self-hosted generative-AI assistant: Mistral on vLLM, FastAPI, vector retrieval.

SFT then GRPO with an AI judge grounded in code-verified references, on a single DGX Spark. Reward served as a hot-reloadable service.

Continued pretraining on the LEGI corpus, 27k synthetic instructions built around citation and abstention, then a weight merge.

Open-source Rust database keeping one permissioned history of a team's work, with agents bound by the same permissions as people.