"AptStock AI team on AMD Developer Hackathon: ACT III Hackathon"

Team Idea

Building AptStock, an AI-powered inventory intelligence platform for multi-SKU retailers. It transforms point-of-sale data into demand forecasts, explainable replenishment recommendations, and inventory risk insights. We are validating AMD ROCm GPU-accelerated inventory calculations on AMD Instinct MI300X hardware, with CPU/GPU parity tests and workload-specific benchmarks.

Team Members

Abhi ram dathu

velishalalingaraju11777

AI Software Developer

Submission

AptStock: AMD-Accelerated Inventory Intelligence

A voice-first inventory copilot for multi-SKU retailers: turns POS history into demand forecasts, stockout-risk insights and prioritized replenishment. PyTorch + AMD ROCm power batched inventory calculations, checked against a CPU reference.