ML Engineer / Engineering Manager at Elith Inc.
Kaggle Competitions Master (peak #157 globally). Into AI Security & Red Teaming.
| Kaggle | Competitions Master — 1🥇 6🥈 3🥉 | Profile |
| GPU Mode | Sprint Competition — Provisional 1st (A100 & B200) | Leaderboard |
- Non-Monotonicity and Catastrophic Risk of Prompt Interventions in Adversarial LLM Control — ICLR 2026 Workshop ICBINB — Google Scholar
- NVIDIA/garak (7.5k+ ⭐) — LLM vulnerability scanner. Contributed compatibility fixes and feature improvements (#1671, #1672)
- awesome-ai-red-teaming-jp — AI Red Teaming resources in Japanese
