I help enterprise customers across APAC ship AI, mostly in Japan and Korea.
Recent projects
Coding agentFor a Japanese SI company
Agent governance systemFor a Korean telecom company
Information extraction agentFor a Korean manufacturer
Private company analysis agentFor the U.S. office of a Japanese financial company
KPMG FAS
AI Engineer
AI Transformation Department
2025
I made our internal M&A RAG system much more accurate
I built internal business agents, like one that creates PowerPoint decks automatically
JAPAN AI
AI Engineer
Research Team
2024 to 2025
I did everything for our RAG accuracy, from building the benchmark to improving the whole pipeline.
We reached very high accuracy, on par with major cloud vendors
(press release ↗)
I built agents for our Agent Store
Hitachi Consulting
AI Consultant
Technology Strategy Department
2023 to 2024
I delivered AI agent PoCs for enterprise clients
TIS
Data Scientist
Data Analytics Department
2022 to 2023
I built ML models for enterprise customers, mostly NLP
Beyond work
I wrote a book 📖
「AI・LLMの実務で使えるRAG精度改善」
A practical book on making RAG more accurate in real projects.
An LLM pretraining project backed by Japan's Ministry of Economy, Trade and Industry (METI).
I joined as a member of the model team, and we trained a 14B MoE model.