Elliot Arledge

apart from teaching, building, or going down rabbit holes, you'll find me

• jumping around hackerhouses like:
  • The Residency (got deepseek-v3 working on 4x3090 Ti rig w/ a friend ~1 week after the paper was released)
  • FR8 (currently helping out w/ 2nd cohort, worked on a cuda textbook during 1st cohort (coming soon))
• getting endorsements from the co-founder of huggingface

• getting my timelapses reposted by elon musk

things im proud of (yes... i made these)

kernelbench.com

GPU kernel engineering benchmarks for autonomous LLM coding agents. v3 (multi-GPU, 10 models, 1,500+ evaluations) and v-Hard (single Blackwell, 7 problems, 12 frontier models, 100 transcript viewers, two rubric leaks documented inline). Click any leaderboard cell to open the agent's session.

wanna chat or take my brain for a bit? book a call!