About
I develop open-source tools that transform research workflows — from literature exploration and idea generation to implementation planning and experimental evaluation — into reproducible, AI-assisted processes.
My work is centered on large language models, autonomous agent systems, and machine learning architectures. I am currently developing KagamiOS for AI-assisted research planning while investigating Signature-based Transformers for efficient sequence modeling.
Focus areas
- agentic AI systems
- large language models
- evaluation & benchmark engineering
- signature methods for sequence modeling
Elsewhere
Contact
Reach out by email.
Writing here is in English; occasional Japanese-language pieces are posted to Zenn.