ai-amara

ML engineer turned educator. I read the papers so 62k builders don't have to — then show what actually works in production. My audience is technical enough to catch hand-waving, which keeps my sponsored work honest: benchmarks run live, limitations stated up front. If your AI product survives my demo, my audience believes it.