ML & AI engineer at フクシマガリレイ株式会社 in Osaka, building systems that turn noisy industrial sensor data into decisions people can trust — often days before something breaks. Background spans time-series ML, local LLM deployment, and full-stack delivery with FastAPI and Streamlit. Fluent in English and Japanese.
Fine-tuned a Vision Transformer on 46K+ microscopy images to classify blood cells — 98.4% test accuracy, 98.1% macro F1 across 8 classes. Personal, 2026.
Elo + Monte Carlo simulation. Called the Final for Spain at 57.8% — Brier score 0.178 against the real result. Personal, 2026.
Raspberry Pi + OpenCV shelf monitoring with LINE Notify alerts. Led directly to my current role. フクシマガリレイ, 2023–24.
フクシマガリレイ株式会社 · Osaka
Fukui Megane (Essilor Luxottica) · Fukui
Guffadi Cast · Freelance
District 3292, Zone 11
B.E. Electrical & Mechanical Systems
I write essays on AI, learning, and reflection — read them here ↗
Based in Osaka · Open to work · Open to remote collaboration