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FTX Trader

An app for automated crypto trading. Built with a microservice architecture, it includes a backtesting suite, Twitter integration for automated sentiment-based trading, and scheduled fetching and archival of hard-to-get data.

Architecture

This runs on my server, using api/docker-compose.yml to orchestrate the different microservices:

  • API (NodeJS/ExpressJS)
    • Runs automated trading strategies
    • Runs cron tasks to fetch and archive hard-to-get data
    • Fetches on-request time-series data
    • Updates Twitter rules
  • Stats Service (Python/FastAPI)
    • Backtests time-series data against arbitrary params
  • Storage Service (Postgres)
    • Stores data used in backtesting (a lot of it can't be accessed from any available API)
  • Frontend (VueJS)
    • Testing API calls
    • Charting time-series data
    • Running and charting backtests

{{finance|nodejs|express|python|numpy|vuejs|docker|postgresql|twitter}}