A Chicago resident created an automated system to fetch and visualize their annual transit card data from the CTA's Ventra system after noticing other transit agencies offered yearly wrapped experiences. The project involved reverse-engineering the Ventra web API to extract usage history, then building data analysis and visualization tools to generate weekly and monthly transit summaries.