I help founders and operators ship custom AI systems and keep Unix/Linux infrastructure reliable.
I am an AI developer and designer building Canada Paywall (canadapaywall.com): captive-portal Wi-Fi billing, proxy/security stacks, and custom RAG/LLM systems for real businesses. I also work hands-on with Unix/Linux systems administration.
Startup and SME founders, technical leaders, and operators get practical AI and ops help — architecture advice, implementation critique, and troubleshooting they can act on the same day. I use AI tooling as an accessibility accommodation so I can keep shipping despite severe bilateral carpal tunnel.
Stuck on a server, container, network, or deploy issue? We diagnose live and leave you with a clear fix path. Includes AI session summary.
Bring your RAG, LLM, or automation plan. We walk architecture, data, tooling, and next steps you can ship this week. Includes AI session summary and action items.
Send a short brief, architecture sketch, repo notes, or incident write-up. Get a clear written critique and prioritized next steps — no call required.