August 2025
August 2025
UNC Class Seat Monitor
Context
As a freshman, I missed most of my desired classes due to high demand.
Many classes had no waitlist system.
Build
Built a scraper that checked class seat availability every few minutes.
Used GitHub Actions to run continuously.
Triggered instant email alerts when a seat opened.
Outcome
Successfully secured 6 class sections (for myself + friends).
Turned a broken system into something workable.
Insight
Small tools, built quickly, can massively change outcomes.
Automation > frustration.