Hugo Le Belzic

Design and deliver short, outcome-driven AI engagements covering problem framing, prototype build, evaluation and hand-off. Specialised in agentic workflows, enterprise RAG, MCP/tool integration and reliable deployment patterns.

First Forward Deployed Engineer at H Company, owning end-to-end agentic AI proofs of concept for finance and logistics institutions. Built computer-use agents, multi-agent systems and MCP-based integrations operating real enterprise workflows. Diagnosed long-horizon agent failure modes and translated findings into product and engineering improvements.

Architected Aletheia, Mistral's internal LLM and agent evaluation framework, adopted across the Solutions organisation and used on 15+ enterprise deployments. Built agentic pipelines, MCP tool servers, coding agents and RAG over private corpora. Optimised self-hosted inference with vLLM, Docker and Kubernetes for on-premise, air-gapped and GDPR-constrained environments.

Entrepreneur First invests in exceptional individuals to build startups from scratch. Youngest ever to join the program at Station F.

Backed by Sequoia and OpenAI. First ML engineer.

Cypheme is an anti-counterfeit service provider that uses artificial intelligence to detect counterfeit products by analyzing the product's packaging with a neural network, using only a cellphone camera.

Data, ML, automation