"Manuverse team on AMD Developer Hackathon: ACT II Hackathon"

Team Idea

From factory floor to AI founder. A blue-collar machine operator leveraging Gemma and AMD to build premium tools and rewrite his destiny.

Team Members

Travis Zhang

Hellotravisss

Machine Operator

Submission

MixMind — A Plant-Private Concrete-Mix AI on AMD

A fine-tuned Gemma 4 12B, self-hosted on AMD, that cuts cement (cost & CO2) without dropping below spec. Built by a concrete-plant machine operator. Cited floor answers, a 4-agent Mix Committee, and live inference recorded on an MI300X.