NSF AI-EDGE

MISSION BRIEF

• Built an agentic tool-use pipeline for vision-language models on an H200 GPU cluster across 6 configurations, containerizing training jobs with Docker and Kubernetes.
• Diagnosed two silent sandbox bugs (missing SciPy, unhandled code-fence variants), recovering 7.4 accuracy points and eliminating timeouts in 24% of samples.