Transitdata challenge finalists

We are deeply grateful to every team that took on the Transit Data Challenge. The quality and creativity of the submissions have been outstanding, reflecting the passion and dedication of participants from universities and colleges across Canada.


Vote for your favourite project (Popular vote)

  • All registered attendees of the TransitData Symposium 2026 are eligible to cast one vote for their favourite finalist project.

  • Voting takes place via a designated digital voting mechanism available during the conference.

  • Each registered attendee may cast one (1) vote. Make it count!

  • The winner will be announced on June 25, during the TransitData Symposium 2026.

Project 1: Transit Equity Scenario Analyzer (TESA)

Anitra Roy, Sameha Tasnim, Maggie Wu, and Anthony Sgro

University of Toronto

https://transitequityscenarioanalyzer.streamlit.app/

Github: https://github.com/AnitraRoy/TESA

Project 2: Transit Lens

Aditya Shoor, Milyon Kifleyesus, and Mayy Habayeb

Centennial College

https://transit-lens.vercel.app/

Github: https://github.com/AdityaShoor/transitlens.git

Project 3: TTC ScheduleWatch (WINNER)

Neil Simmons and Jeff Casello

University of Waterloo

https://huggingface.co/spaces/neil-simmons/TTC-ScheduleWatch

Github: https://huggingface.co/datasets/neil-simmons/ttc-avl-data