Team Idea
Crush Canyon is building Helix-Swarm, a multi-agent research swarm
on AMD ROCm MI300X. Autonomous AI scientists read papers, design
experiments, fine-tune domain models, and validate results in a
closed-loop pipeline.
Stack: AMD Developer Cloud (MI300X) + ROCm 10.0 + PyTorch BF16 +
Qwen3 as orchestrator + Hugging Face Transformers + LangChain +
vLLM-style serving.
Why it wins: real-world impact (drug discovery / materialsscience), heavy ROCm usage, agentic + fine-tuning overlap, and a
clean demo arc — problem → plan → experiment → validated output.
Need on team:
(1) GPU/ML engineer with ROCm + HF Transformers experience
(2) Backend dev for the agent orchestration + tool-use layer
(3) Frontend dev for the live research dashboard
(4) Domain expert (biology, chemistry, or finance)
Submission
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