Architecture, backend and AI. I design, build and take over software systems for teams that already have users. Fifteen years of code, ten years leading engineering teams.
No provider is a single point of failure. If one degrades, the next takes over, and nothing reaches your users before it has been validated.
Simple foundations, documented, ready to evolve.
Interchangeable providers, validated outputs, tracked costs.
Find the real cause, fix it cleanly, without breaking anything.
An AI tied to a single provider, answers that were sometimes unusable, and a language bug running across several stacks.
Multi-provider orchestration by capability with fallback, output validation with automatic correction, end-to-end fix across Kotlin, NestJS and the front end.
NestJS · Kotlin · GraphQL · OpenAI · Gemini · Mistral · Anthropic
Two products where the architecture, the AI orchestration and the billing get tested at my own expense before anyone else pays for them.
The diagnostic know-how of a technical SME, encoded once and available to the whole team. Multi-tenant, one vector database per client, European hosting.
Audio transcription billed by the minute of audio. Duration and cost shown side by side before you confirm. Retention visible, deletion in one gesture.
Scope, timeline and responsibilities on paper before the first commit. Anything outside gets discussed, not absorbed.
Written updates on a fixed rhythm, clear status, blockers raised early rather than at the deadline.
The outcome is carried end to end: quality, delivery, handover. No half-finished branches left behind.
An independent engineering studio: architecture, backend, AI in production, and taking over systems that already exist. One senior engineer, accountable for the outcome.
A pack ends. A live system needs capacity held month after month, not a fresh negotiation every quarter.
Agreed month by month, with a written weekly review. What falls outside the month gets discussed instead of absorbed.
Paris / Berlin / Remote, written updates by default. On-site in Paris or Berlin now and then, not three days a week.
A 30-minute call. You leave it with a recommended entry point, or with a clear no.
Bring the system, the constraint and the deadline. You leave with a recommended entry point, or with a clear no.