Project Case Study

Reddit Street Journal

Completed Jun 2024

This project identifies trending stocks from Reddit discussions, fetches live stock price data from Yahoo Finance, generates AI-powered summaries, and publishes content to Twitter and GitHub Pages.

Pipeline Flow

  1. Read Reddit discussions and detect trending stock tickers.
  2. Fetch live price data from Yahoo Finance.
  3. Generate AI-powered stock summaries.
  4. Publish output to Twitter and GitHub Pages.
  5. Run automation with DataFrame ingestion and caching improvements from the migration workflow.

Technologies

  • Python
  • SQL
  • Docker
  • GCP
  • Google Cloud Jobs
  • Yahoo Finance
  • Twitter
  • GitHub Pages