Building an AI agent on AMD GPUs (ROCm/vLLM) that automates a real business process end to end, using n8n workflows, LLM APIs, and a MERN stack front end. Targeting the Evolus Business Agents / Reinvent Commerce tracks, with a human-in-the-loop approval step for risky decisions.