Solo builder from Stacklance, a DevOps and AI engineering studio in India. Competing in the AMD AI League to build practical AI agents on AMD ROCm, starting with an intelligent web retrieval agent that answers natural-language questions with verified answers and exact source links, packaged in a container and running open models with vLLM on AMD GPUs.
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