Work / Independent / 2026
Creator Growth Pipeline Building now
Gaming creator sponsorships · automated daily data pipeline
A gaming brand sponsors 10 mid-tier creators a quarter. Which ones grow fastest and engage best for the money? An automated pipeline collects the data every day to answer it.
The question
Sponsorship money goes to creators based on vibes and subscriber counts. Growth rate and engagement per dollar are better signals.
Plan
A GitHub Action pulls YouTube data daily into DuckDB. dbt models turn it into growth and engagement metrics, and a Streamlit app ranks creators. Includes analysis of a real A/B test and the design of a new one.
Status
Building in public. The daily extract goes first so the data has time to accumulate.