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Iman Panjwani
Iman Panjwani

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4WARD at Hack the Valley 11

Getting around Toronto as a student means juggling budget, time, and a class you can’t be late for, and most map apps give you one answer. 4WARD gives you four.

You type your trip in plain language, and four AI agents each work through our map dashboard in parallel, chasing a different goal:

🟣 Most Reliable
🟠 Economic
🟢 Environmental
🔴 Efficient

You compare the routes side by side on one map and pick what fits your day. Behind it, live TTC and Bike Share data flows into Tiger Data (TimescaleDB).

Built with Jeffrey Wong & Mahek Abdul-Wahid 🙌

Check it out: https://youtu.be/IXCR-Bm2SBQ

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