Mini Prop Shop

Market data replay meets low-latency ML inference.

Illustration of market ticks flowing into a model and trading signals

A trading research system that replays 1.2 billion BTC ticks, serves trading signals in under 20 milliseconds, and fine-tunes an LSTM model nightly. The project combines data pipelines, model serving, and infrastructure.

Built with: Go, PyTorch, Kubernetes.