What if intelligence didn't require surrender?
Elyes Rayane Melbouci
AI Engineer / Open-source builder / Montreal
ML models that turn raw financial data into decisions. Automated the full lifecycle: training, validation, deployment. So models ship faster than the market moves.
Data processing, AI-powered analytics, and BI tools built on a central data warehouse. Automated data governance workflows and delivered reporting that supported executive decisions.
Where it started. Incident resolution, security policies, process improvements. The foundation for understanding how systems actually break.
Helping Canadian businesses replace manual workflows with AI that runs on their terms. Strategy to implementation, finding the automations that actually move the needle.
Infrastructure deployment and security in a healthcare environment. Level 2 support across a system where downtime isn't theoretical.
First job. SLA-driven tickets, hands-on troubleshooting. Learned to explain complex problems to people who just want their machine to work.
It never arrives all at once. It accrues. One dependency, one special case, one shortcut at a time. Good design is the discipline of refusing each small increment.
A single sloppy fix, left in place, quietly tells the next person that this is the standard. Decay compounds from there. Repair the small wrongs before they become the norm.
The work that matters most rarely shows up as your commits. It's the bad decision caught early, the design unblocked, the engineer who levelled up because you were there. Multiply, don't accumulate.
Design methodology, trained into an AI
A design methodology where every site gets a signature moment no one has shipped before. 3D craft, full-stack thinking, and an AI agent trained as a design persona. From philosophy to production code.
Your personal Agent, governed and scheduled
Schedule AI coding agents with CRON tasks, approval workflows, and notification channels. You're already paying for Claude. This makes it work while you sleep.
RAG without the cloud tax
A Go CLI that turns your documents into a searchable AI, entirely on your machine. No cloud. No API keys. No one else reading your data.
Total recall. Totally private.
Captures, indexes, and recalls everything you do on your machine. Screenshot OCR, audio transcription, vector search. Every byte stays yours. Not a startup's servers, not your employer's cloud.
The first RAG library for Swift
RAG on iOS and macOS using Apple NLP for embeddings and local Ollama for generation. AI that actually runs in your pocket, not in a datacenter pretending to.
If you’re building something that matters, let’s talk.
