I’m a BSAI student focused on becoming an AI systems engineer by building everything from scratch.

I don’t follow tutorials — I build systems to understand how machines think.

Currently working through a structured roadmap covering: → computational thinking → learning systems → decision systems → full AI pipelines

I write about mental models, system design, and what it actually takes to build real AI.

If it breaks, I want to know why.