Solo builder developing Road Sign OCR Evidence Lab for the AMD AI Academy challenges. The current local CPU prototype reads road-sign text and records reproducible evidence. Next steps are adapting the official OCR container interface, validating on AMD GPU infrastructure, and measuring accuracy, latency and GPU memory. No AMD GPU acceleration or official evaluation result is claimed yet. Individual participation only; no teammates sought.