Cloud & AI Architect
Building with AI,
writing about what works.
15+ years architecting cloud and AI systems — from Doctolib's infrastructure to award-winning AI products. Here I benchmark local LLMs, build agents, and document the techniques that actually hold up.
Currently
AI & DevOps Architect
Stealth startup
Previously
Cloud Architect
Doctolib
Recognition
3rd / 9,500+
MS Azure AI Hackathon
01 — Latest writing
All posts →Qwen3.8-27B Kernel-Panicked My Mac Three Times. Here's the Number Apple Doesn't Print.
Your Mac has 24GB. Metal gives the GPU 17.76 GiB. Every guide comparing model size against total RAM is doing the wrong arithmetic — and that 6.25GB gap is where the crashes live. Measured on one machine, with the runs that failed.
Gemma 4 26B Won't Fit on My 24GB MacBook — Until I Did This
Ollama gives 2 tok/s with broken tool calling. I got 49 tok/s with perfect tool calling using Unsloth Q3_K_XL + llama.cpp. Then I built a Claude Code clone on top of it.
I Tested Every Gemma 4 Model Locally on My MacBook — What Actually Works
Audio ASR in 3 languages, image understanding, full-stack app generation, coding, and agentic behavior -- all on a MacBook M4 Pro 24GB.
02 — Recognition
3rd place among 9,500+ developers — Microsoft Azure AI Hackathon
Foodi Copilot, an AI nutrition assistant built on Azure AI and Cosmos DB, placed in the top 0.2% of one of Devpost's most popular hackathons and was featured on the official Microsoft Developer Blog.
FEATURED INTERVIEW — MICROSOFT HACKATHON WINNERS
03 — Selected projects
All projects →Foodi Copilot
AI-powered nutrition assistant. 3rd place out of 9,500+ developers at the Microsoft Azure AI Hackathon — featured on the official Microsoft Developer Blog.
Browser Agent
Chrome extension agent using RAG to automate multi-step browsing workflows autonomously.
iOS Intelligent Keyboard
Custom Apple-Intelligence-style iOS keyboard with neural predictions and context-aware suggestions.