I build practical AI systems—from multimodal LLMs and driving hazard prediction to fintech automation. This is a fast, no‑frills front page that links to my work.
LLM‑guided reasoning for rare‑case hazards; datasets & benchmarks released.
Parallel envs, snapshot/restore, step‑wise debugging; enables tool‑use finetuning.
Order‑book ingest, opportunity routing, on‑chain execution; cost‑aware fills.
Ph.D. in Information Science (Tohoku University). Postdoc in Computer Vision and Multimodal LLMs. I ship research with production‑grade tooling.
Email: korawatcharoenpitaks@gmail.com · LinkedIn: www.linkedin.com/in/korawat-charoenpitaks