Distributed systems that don't fall apart — and AI that actually ships.
Self-hosted AI sprints and infrastructure audits for SMEs. RGPD-ready, no cloud lock-in, results in 2 weeks.
Three ways I can help.
AI Sprint
Your company running on private, self-hosted AI in 2 weeks. OpenWebUI + Ollama, 2 n8n automations wired to your tools, team training, full handoff.
- RGPD-compliant, no cloud lock-in
- 2 automations connected to your ERP/CRM/Slack
- Team onboarding + maintenance playbook
Architecture Audit
Find what breaks before it breaks. 2-hour deep dive into your stack: reliability, cost, security, single points of failure.
- Prioritized fix list with effort / impact
- Real postmortems from similar systems
- Actionable within one sprint
Fractional SRE
Keep your systems alive without a full-time hire. Architecture, cost control, incident response, and ongoing reliability.
- Weekly check-ins + async monitoring
- Incident response within business hours
- Monthly reliability report
Projects I've built
from scratch.
Full-stack DePIN platform for crowdsourced network intelligence. Users scan WiFi, cellular, BLE and IoT networks via iOS and earn tokens on Solana proportional to data quality and geographic scarcity.
Read case studySelf-evolving AI companion that runs entirely on-device. Phi-4-mini (3.8B, 4-bit quantized) on Apple M1 with just 8GB RAM. No cloud, no subscription. Uses MCTS reasoning, self-play evolution, curiosity-driven learning, and overnight sleep consolidation.
Read case studyLed AI integration at a mid-size enterprise. Deployed self-hosted LLM infrastructure with OpenWebUI + Ollama, built automation workflows connecting ERP/CRM/WMS systems, integrated WhatsApp Business API for client communication.
Honest static analysis for Python — catch circular imports, god modules, and tight coupling before they become postmortems. Open-source core on PyPI plus a paid Pro Kit.
Project page →12-point Infrastructure Health Check
The 3 things that cause 3 AM outages — and how to spot them before your users do. PDF checklist + self-scan questions.
Try a private LLM in your browser
On-device LLM running via WebGPU. Zero API calls, full privacy — the same stack we ship in the AI Sprint.
Interactive experiments.
Proof-of-concepts, tools, and on-device demos. Everything runs directly in your browser.
Latest writing.
Solo Dev + Claude: QuackNet in 30 Sessions
A candid builder story: how I built QuackNet — full-stack DePIN in 30+ dev sessions. This is what a 2-week AI sprint looks like.
Read →Rust/WASM Fraud Detection in the Browser
How I built a 6.3KB Rust + WASM fraud engine that processes 50K calculations per second in the browser — 10× faster than JavaScript.
Read →Your Codebase Is Lying to You. Here's How to Catch It.
90% of linters catch style. ArchDogma catches the moment your codebase becomes a time bomb — with real postmortems, not rule IDs.
Read →Let's build
something together.
Book a free 30-minute intro call. We'll map your AI or infrastructure problem and pick the right engagement.