Solo builder participating in the AMD AI Academy. In the first phase, I will be exploring ROCm acceleration, model quantization, and local inference pipelines on AMD Developer Cloud, with the goal of building a high-efficiency multimodal AI assistant or CV pipeline for the final submission.