Trusted by fast-moving companies
Recent success stories
What the people who worked with me say
Three things, done properly
Not a service menu. The work that actually fills my weeks.
LLM systems in production
Retrieval, prompts, and orchestration that survive real traffic, with cost, latency and failure modes accounted for before launch, not after.
Integration with existing systems
The model is the easy part. The work is the auth, the data boundaries, the migration path, and the team that has to own it afterwards.
Evaluation and reliability
A written definition of "correct", a measured baseline, and a regression suite. Without it there is no way to tell an improvement from a coincidence.
Most of the work happens before the code
By the time I write the first line, the hard part is usually already decided: what the system actually does, what the data allows, and what nobody wrote down.
Mapping the context
Reading the existing system, the data, and the constraints nobody wrote down. This is where the real problem is usually found.
Writing code
A smaller part of the project than people expect, and deliberately so. The code is the cheap part once the problem is clear.
Internal tooling
Evaluation harnesses, scripts, dashboards. What makes the result reproducible after I leave.
A team that goes straight to the code pays for it later, in the part of the project that is hardest to schedule.
Where I have worked
FrajTech
AI Tech Lead, freelance·
Document retrieval over French labour law and the Syntec agreement, and image pipelines scored by a vision model, shipped for B2B clients.
Staffdesk
Tech Lead·
Legacy platform rebuilt into a multi-tenant SaaS on AWS, adopted by several large accounts: 30% MRR growth.
RATP Group
Fullstack Tech Lead·
2023 Rugby World Cup and 2024 Paris Olympics, over 1,000 concurrent users, including underground in the metro.
Raisponse·Frontend Tech Lead·
Gateway·Fullstack Web3 Developer·
Trusk·Backend Developer·
Capgemini / Sogeti·Fullstack Developer·
Ministère de l'Intérieur·Systems Administrator·
Education
- Master of Science, ingénierie logicielle, EPITECH, Paris
- Bachelor of Science, informatique, Université de Paris
Something stuck between demo and production? Tell me about it.
Let's talk
Pick a slot that suits you. If you would rather write first, the address is right below.
What happens on the call:
You describe the stack, what already works, and where the last 20% stops
An honest read on feasibility, including when the answer is no
What it would take to get it into production, and roughly how long
No pitch, no pressure



















