Just like a fancy camera doesn’t make you a photographer, just having access to powerful AI tools doesn’t mean you’re getting real value out of them. It’s what you do with the tools—how you structure ...

This project applies self-improving (Agentic) clustering with Bayesian Optimization to bridge maintenance data in some Prefecture, Japan, to automatically identify bridge groups with high maintenance ...

A deep reinforcement learning system for optimizing bridge maintenance decisions across municipal infrastructure fleets, implementing cross-subsidy budget sharing and cooperative multi-agent learning.