Script · Deliverable

Competitor prices,
watched for you.

FastAPIThompson SamplingMLasync

Pulls competitor prices asynchronously, flags anomalies with a lightweight ML model, and serves the results through an idempotent API you can poll safely.

01 — WHAT'S INSIDE

Built to hand over and run.

01

Anomaly flags

Sudden price moves surfaced automatically, not buried in a table.

02

Idempotent API

Poll as often as you like — the same request never double-counts.

03

Async collection

Many sources gathered concurrently on a schedule.

Need this adapted to your data?

I ship it tested, documented, and ready to run in your stack.

Start a project →