AI Automation · Independent consultant · Paris / Zurich
Production-grade AI for small businesses — document intelligence, automated workflows, and RAG systems that work beyond the demo. Built by an ex-Meta ML engineer.
What I build
One day, written report. I map your document workflows, identify the highest-ROI automation, and deliver three prioritised recommendations with time and cost estimates.
A private RAG system built on your own documents — past contracts, client files, internal guides. Query in plain language, get answers with source citations. Your data stays yours.
Pick one repetitive document type — invoices, intake forms, contracts, CVs. I build an automated extraction pipeline that reads it and outputs structured data. Hours saved, every day.
How it works
We map the manual process, quantify the time cost, and agree on a specific, measurable outcome before writing a single line of code.
I design and build end-to-end — from data ingestion to deployment. Instrumented, tested, and documented. Not a prototype. A system you can trust.
Every engagement ends with real numbers — hours saved, cost per query, accuracy baseline. You know exactly what you got for your investment.
The person behind the work
I spent years building and shipping ML systems at Meta — production systems that reached millions of users, under real load, with real consequences for getting it wrong. I now apply those same engineering standards to the problems small businesses face when moving AI from idea to production. I work hands-on, stay involved through deployment, and document every decision and trade-off.
Book a free 30-minute call. We'll map your biggest manual process and I'll tell you honestly whether AI can fix it — and how.
Book a free callNo commitment. No pitch. Just a conversation.
Drop your email and I'll send occasional notes — new case studies, posts, and lessons from real builds. No spam, easy to unsubscribe.