AI Automation Engine
Will made manifest — intention chained to execution.
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Above the Grey Fog
Fullstack AI Engineer& Digital Alchemist
Weaving complex neural architectures with robust fullstack systems. Navigating the grey fog of data to build deterministic magic.
Available for select engagements
Core Sequence
The engineer behind the fog
- Classification
- Sequence 4 · Fullstack AI Engineer
- Domain
- AI Systems & Applied ML
- Status
- Open to collaborations
- Based in
- Paris, FR
- Experience
- 6 years
I build production AI systems end to end — from model orchestration and retrieval pipelines to the interfaces people actually use. Six years turning ambiguous problems into deterministic, observable software. I work where research meets reliability: experiments that must ship, and systems that must reason.
The Sequence
Advancement through the ranks
Each step up the sequence — closer to the truth, heavier the responsibility.
2019 — 2020·Atelier Numérique, Lyon
Junior Fullstack Developer
First steps out of the fog — shipping React frontends and Node APIs for small-business clients. Learned to treat every deploy as a contract.
ReactNode.jsPostgreSQL
2020 — 2023·Mistral Labs, Paris
Fullstack Engineer
Built and maintained production platforms serving 50k+ users. Led the migration to a typed fullstack architecture and introduced the first LLM features into the product line.
Next.jsTypeScriptPythonFastAPI
2023 — Now·Independent · Paris
Fullstack AI Engineer
Designing and shipping end-to-end AI systems for select clients — orchestration, retrieval, and the interfaces that make models usable. Where research meets reliability.
Next.jsFastAPILangChainOllama
The Tarot Spread
Selected work
Three cards from the archive — drawn for those who build. Turn each to read the other side.
AI Automation Engine
An event-driven engine that chains LLM calls, tool use, and human approvals into reliable workflows. Replaced 40+ hours of manual ops each month with auditable pipelines.
40+ hrs/month of manual ops replaced
Next.jsFastAPILangChainPostgreSQL
Discuss this projectLLM Orchestration Platform
The bridge between voices — one throne, many tongues.
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LLM Orchestration Platform
A routing layer over local and hosted models with cost, latency, and guardrail controls. One API, graceful fallbacks, and per-tenant policies.
Local + hosted models behind one API
PythonFastAPIOllamaDeepSeek
Discuss this projectFullstack Analytics Suite
The completed cycle — truth, made legible to all.
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Fullstack Analytics Suite
A real-time analytics dashboard: ingestion, storage, and a polished UI that lets non-technical teams interrogate their own data with confidence.
Non-technical teams querying their own data
ReactNext.jsTypeScriptTailwind CSS
Discuss this projectStack & Pathways
The pathways I walk
Three disciplines, practised in concert — the seer reads the surface, the savant forges the foundation, the oracle awakens the machine.
The Seer Pathway
Frontend & InterfaceInterfaces with intent — fast, accessible, precise.
Seq 9React
Seq 7TypeScript
Seq 5Next.js
Seq 4Tailwind CSS
The Savant Pathway
BackendFoundations that endure — observable, deterministic, scalable.
Seq 9Python
Seq 7FastAPI
Seq 5PostgreSQL
Seq 4Docker
The Oracle Pathway
AI & MLSystems that reason — models, retrieval, and orchestrated intent.
Seq 9LangChain
Seq 7Ollama
Seq 5Vector DBs
Seq 4LLM Orchestration