"Kosi IT team on AMD AI League Hackathon"

What we've built so far in the AMD AI League — everything on AMD GPUs with ROCm: MC1: onboarding, AI Academy courses and the ROCm certification. Done. MC2: OCR from images — license plates, stop signs, speed limits, work-zone signs; also blurry, dark or glaring shots. Output normalized to the challenge rules. MC3: questions over a messy document corpus (PDFs, Office files, spreadsheets, logs, code and images, some unreadable by design). Answers are copied from the documents, never guessed; unanswerable questions get an empty answer on purpose. A vision model reads labels and pinouts. MC4+: to come as the league continues. Write-ups on our blog (derkosi.github.io); code on GitHub. AI note: built with AI assistance (AutoClaw + GLM 5.3-Flash). At runtime everything runs locally on the AMD GPU with open models.