GOA is an engineering team building human-centered AI systems that turn natural-language intent into real-world computational action. For AMD Developer Hackathon ACT III, we are exploring an AI agent architecture powered by AMD GPU compute and ROCm, with emphasis on multimodal reasoning, high-performance inference, tool orchestration and practical human-AI collaboration. We aim to produce a working end-to-end proof of concept rather than a conceptual demo: measurable GPU-backed execution, a usable interface, a public implementation and clear evidence of business and engineering value.