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BrawlPicks

Simple draft-assistant passion project for Brawl Stars.

System Diagram

What It Is

  • scraper collects battle logs and derives stats
  • ML pipeline transforms data, trains models, and serves inference
  • webserver exposes the product-facing API
  • CLI is the first thin user interface over the backend
  • Full frontend in progress, to come in the future!

Repo Roadmap

  • backend/scraper: data collection and persistence
  • backend/webserver: API and product orchestration
  • ml/: transformer, trainer, and inference service
  • cli/: terminal interface

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