Projects
Software and systems I’ve built. For published work, see the research page.
Agentic HPC Runtime
Speculative prefetching for agentic HPC workflows
A prediction-driven prefetch runtime that sits between an LLM agent and the HPC resources it needs. After each LLM response it predicts which model weights or data files the next tool call will require, loads them speculatively in the background, and cancels if the agent diverges — overlapping expensive I/O with active computation instead of stalling on it.