Arek's Ideas

Building AI projects, one discovery at a time.
I'm an ML engineer sharing the real development process behind AI systems. No scripts, no perfect takes – just genuine problem-solving as I work on projects, debug issues, and discover solutions that aren't always in the tutorials.
You'll find:

Unscripted coding sessions with authentic "aha" moments
Solutions to underdocumented problems (like Lambda websocket timeouts)
My reasoning process when choosing between approaches
Real debugging stories from AI/ML development
Honest takes on what I know, what I'm learning, and what I don't know yet

This isn't polished tutorial content – it's the messy, interesting reality of building with AI. If you want to see how problems actually get solved (not just the final clean solution), you're in the right place.
Currently working on MyAI4 and other AI projects. Learning in public, sharing as I go.
New content weekly. Subscribe if you enjoy authentic technical discovery.