About me

I've spent years in IT infrastructure and backend operations, which means I think about AI the way engineers do — reliability, cost, and what actually works in production. RAPR AI came out of my own frustration with tools that required API keys, cloud subscriptions, and constant configuration just to run a simple workflow. So I built something better. Beyond RAPR AI I write weekly on Medium about AI automation, agent frameworks, and local AI — and share demos on YouTube. I work with developers and small teams who want to build serious AI workflows without the SaaS overhead.