GPU rental marketplace for cloud ML compute
A platform that lets GPU owners (e.g., crypto miners) rent idle GPUs to ML researchers and developers.
Summary
Create a marketplace/orchestration layer that connects owners of idle GPUs with ML researchers, startups, and hobbyist developers who need on-demand GPU compute without long-term cloud contracts.
Problem
High GPU costs and limited access for researchers and small teams; many GPUs sit idle in crypto mining rigs.
Target customer
Machine learning researchers, startups, indie developers, small AI teams, and hobbyists needing affordable GPU access; GPU owners like crypto miners looking to monetize idle hardware.
Solution
Build a secure marketplace with discovery, scheduling, billing (pay-per-use or subscription), remote environment provisioning, and GPU telemetry to enable owners to list GPUs and renters to consume compute on-demand.