AI
Custom AI (semantic search, RAG, classification)
GP-01 worked up this idea: a sample project, described as if it were to be built. It is not a client reference — the products actually shipped are on the desktop.
Adapt AI to your data: preparation, evaluation, production rollout, monitoring, and continuous improvement. Useful, measured, and maintainable AI.
Mission
Adapt AI to your data (embeddings, semantic search, RAG, classification…) and bring it to production: preparation → evaluation → go-live → monitoring → continuous improvement.
Step 1 — Data
Step 2 — Baseline (pragmatic)
Step 3 — Quality (measured)
Step 4 — Production (MLOps)
Step 5 — Continuous improvement
Expected outcome
A useful and maintained AI system: reproducible, auditable, and able to improve without drifting.
What it takes
AI
Adapt AI to your data: preparation, evaluation, production rollout, monitoring, and continuous improvement. Useful, measured, and maintainable AI.
Mission
Adapt AI to your data (embeddings, semantic search, RAG, classification…) and bring it to production: preparation → evaluation → go-live → monitoring → continuous improvement.
Step 1 — Data
Step 2 — Baseline (pragmatic)
Step 3 — Quality (measured)
Step 4 — Production (MLOps)
Step 5 — Continuous improvement
Expected outcome
A useful and maintained AI system: reproducible, auditable, and able to improve without drifting.
An idea worked up by the workshop — a sample project, described as if it were to be built. The products actually shipped are presented below.
Available fully remote, immediately
Pasto — software workshop
I design and ship complete products: an iOS app with its firmware, a SaaS platform with its database and its agents, a showcase site with its back office. From the first mockup to production, alone, with agents to keep the pace.
10 products are running today, one of them used every day to run the workshop itself. What you see above is not a showcase: every icon opens a real product, with its screens and its technical choices.
9 products — 4 online, the others in pilot, internal or under construction.
Your sky, read in a real voice
A conversational agent that knows your birth chart, your transits and the traditions — and that doesn’t recite: every astrological claim goes through an evaluation harness before it is served. Astrology taken seriously, technically.
Wellbeing · AIasterlogia.com ↗
Ask your question, the town hall answers
20 years of municipal bulletins and council minutes, searchable in plain language. Every answer cites its sources: you can check, document in hand. A town’s memory, finally within reach.
Civic techinfo-mairie.ai ↗
Cagnes Connectée — the whole city in one app
To live in their own city, a resident juggles ten applications: parking with a private operator, buses somewhere else, events across three Facebook pages, the town hall by phone. A single app replaces them all: pay for parking, follow the bus in real time, report a pothole and watch the roads department handle it, ask a municipal assistant how to sign a child up for school lunches. On the town hall side, a dashboard that finally shows the digital life of the city.
Your town, online in a month
The foundation exists and runs: it is configured city by city — your colors, your name, your services, your data. Once the events calendar, the news, the bus stops and the parking zones have been handed over, your town has its application in under four weeks.
City & CitizensFor municipalities
The app you can’t download
The platform that runs Pasto: clients, projects, quotes, communications. An agent with 19 tools works in it continuously — and asks for human approval before every sensitive action. It is the workshop’s own workshop.
Internal toolDémonstration sur demande
A sensor in the soil, an app in your pocket
The garden, measured: soil, air, light, movement. The app predicts watering from the weather and the water balance — the sensor keeps watch, you do the gardening.
Home & GardenDémonstration sur demande
Faces that speak in real time
AI video avatars in real time: the voice, the face, the lip sync. Nine model providers orchestrated behind an in-house runtime.
Creative · AIDémonstration sur demande
395,000 plants, every fact traced
A botanical corpus of 395,000 taxa, documented in 5 languages, where every field knows its source. The LLMs write, a tool-equipped judge checks, and costs route the models.
ReferenceDémonstration sur demande
Being cited by AI can be measured
When a customer asks an AI “which provider should I pick?”, Segmentia measures whether a small business shows up in the answer — and helps it show up. Delivered turnkey to its client, from design to production.
B2B SaaSsegmentia.fr ↗
The crossing of the twelve houses
A 2D run and gun where you don’t destroy: you convert to the light. Twelve signs of the zodiac are possessed, each guarding its house; the ones you free join a clan that grows as the crossing goes on. Flat-out running, dashing, wall sliding and charged shots — the snap of the great era of action platformers, in a browser.
Game · Actionprismatik-five.vercel.app ↗
The screen exists before the code.
Every project has its design dossier: web pages built by hand to draw the product before writing it. One screen, one decision, one comparison of directions. We look at them, we discuss them, we decide — and what gets approved serves as the specification. Seven of them are open on this site, from the complete dossier for an app to the twelve boss mechanics of a game.
An engagement, a product to ship, a prototype to settle: write to me with what you want to deliver and by when. I answer with a way to do it — and, when it helps, a clickable screen rather than a ten-page quote.