Own product · in development
Where?
344 designed flow steps
Plan outings alone or in groups, then reveal the map by actually going. Product, UX, iOS app and backend — all mine, built with a team of AI agents.
Read the case studyCase studies
Three products end to end — research, design, architecture and the numbers behind them — then everything else I’ve shipped.
Own product · in development
344 designed flow steps
Plan outings alone or in groups, then reveal the map by actually going. Product, UX, iOS app and backend — all mine, built with a team of AI agents.
Read the case studyFounder & CEO
11,901 tests in the merge gate
AI domain experts grounded in a company’s private documents — every claim checked against its sources before it’s shown. Dashboard and enterprise API.
Read the case studyR&D · open source
3.1× vs llama.cpp op-offload, identical output
Expert paging and a persistent Metal pool to run MoE models that don’t fit in GPU memory on Apple Silicon — up to a 58 GiB model on a 48 GB Mac, with output identical to llama.cpp without MoEVM.
Read the case studyMore work
Client · solo build
1,749 automated tests
An AI executive assistant that works inside WhatsApp: it watches important messages, prepares replies and generates documents like quotes — 100% French.
souverainiafr.comOwn product · beta
268 commits in 8 days
Keeps esports casters on the same frame across Twitch and YouTube: leader-based resyncs on a shared server clock, an own HLS relay, roles and live drawing. Landing redesigned to explain the backend.
Product, UX & app · partner project
A companion app for connected aquariums: ownership onboarding with EU data residency, product recognition by QR code, a live tank dashboard, species compatibility, device control and an AI assistant.
Co-founder · brand, offer & site
AI assistants hosted in France for SMEs and firms handling confidential data — positioning, pricing and the full site, with an SEO and AI-search content loop.
Plus 5+ SaaS launched and around ten freelance design clients.
Open source
Public on GitHub, MIT licensed, measured on real hardware.
MIT · New
Lets Claude, Codex and Cursor watch your videos and screen recordings. With WatchRecorder, its macOS app: press ⌥⇧R, show the bug while you talk, your AI gets it.
MIT
Expert paging for Mixture-of-Experts models on Apple Silicon, built on llama.cpp.
MIT
TypeScript SDK, React components and a gallery to embed Selvren’s AI experts in any product.
I take freelance projects: I design, build and ship AI tools wired into the software your team already uses. Also open to joining a team or a startup that needs someone who builds — remote-first today, regular stays in Seoul, and a move to Korea ahead.
Or reach me directly
AI executive assistant inside WhatsApp, hosted in France.
SouverainIA’s founder wanted an AI executive assistant for SME leaders that lives where they already work — WhatsApp — with every byte hosted in France.
Live at souverainiafr.com, covered by 1,749 automated tests.
Private AI assistants for SMEs — offer, pricing and site.
With a partner, a studio that builds private AI assistants for SMEs and firms handling confidential data — accountants first.
Manufacturer site redesign on their live CMS.
ESLITECH (brand Smartfurry), an aquarium and pet-products manufacturer, had a dated site. The brief: same content and pages, a premium look.
AI experts on private documents, every claim checked against its sources.
Teams want answers from their own documents — with proof. Selvren started as a chatbot for pet shops, became AquaChat for aquarium stores, then a B2B platform of AI domain experts.
3,182 commits in 11 weeks, 11,901 tests in the merge gate, 28 architecture decision records.
Raw idea → product brief through 8 specialist engines, 100% local.
Every product I build starts as a raw idea. Atelier turns it into a brief an engineering team — human or AI — can execute.
Idea → product brief end to end in about five minutes, fully offline.
Connected-aquarium companion app with an AI assistant.
Naiad is a companion app for a hardware partner’s connected aquariums — built as a partner demo.
Set up GLPI for the service desk and IT inventory.
The IT department supports staff across a whole university campus — every request and every piece of equipment has to be tracked.
A deployment server to install staff workstations.
New and reinstalled workstations had to reach staff ready to use, the same way every time.
User support, network and server maintenance.
Two years as an apprentice inside the IT team of a university, alongside a Bac+2 in systems and networks.
A 223-mod “Create Civilisations” server, tuned and hosted.
Still building for Minecraft: a modded survival server built on top of the “All of Create” pack.
223 server mods on Minecraft 1.21.1 (NeoForge), measured at 20 TPS (5.3 ms per tick).
A competitive league mod in Kotlin: gyms, ELO, tournaments.
A full competitive mode on top of Cobblemon, the Pokémon mod for Minecraft.
Keeps esports casters on the same frame across Twitch and YouTube.
Esports casters commentate the same match from different places — and each platform delivers it with its own delay.
Beta, with 52 unit and 14 end-to-end tests.