Blog

Building Sovereign AI Infrastructure: Why I Moved Everything Off the Cloud

After years of relying on cloud APIs, I built a fully self-hosted AI stack. Here's what I learned, what I use, and why sovereignty matters more than convenience.

Systematic Trading is Not Gambling — It's Engineering

Most people confuse algorithmic trading with speculation. Here's how I think about it as a software architect: hypothesis, test, deploy, monitor.