"ShelfCast team on AMD Developer Hackathon: ACT III Hackathon"

Team Idea

Building ShelfCast for the Reinvent Commerce track: an open LLM on an AMD Instinct MI300X (vLLM + ROCm) that adjusts a statistical retail demand forecast for holidays, promotions and price changes, then turns it into a restocking order. Solo build; not looking for members.

Team Members

yi yu

HudsonYU

Submission

ShelfCast: AI demand planner on AMD MI300X

ShelfCast turns a demand forecast into the right restocking order. An open LLM on AMD Instinct (vLLM + ROCm) adjusts a statistical forecast for holidays, promotions and planner notes, and a guard keeps it tied to evidence.