I grew a YouTube channel to 2.1 million subscribers over seven years. No team at the start, no playbook. I just figured out what worked and did more of it.
Now I build AI agents. Same approach — pick a hard problem, build the whole thing from scratch, make it work. Seven AI systems in the past several months, all solo, all direct SDK calls, no frameworks.
I studied CS at the University of Oregon with a specialization in AI and machine learning. I was a top student, but the curriculum was mostly theoretical, focused on weights, layers, and statistics without much applied usage. The things I work with now, agent orchestration, tool use, prompt engineering, multi-model pipelines, did not exist in any syllabus. So I left and learned by building.