Inspiration

Urban mobility in Nepal faces major challenges like traffic congestion and inefficient transportation. Inspired by global solutions, we aim to enhance safety and sustainability.

What it does

UrbanFlow offers smart mobility solutions, including real-time route optimization, traffic violation reporting, carpooling, and pollution control, improving urban transportation.

How we built it

We combined real-time data, machine learning, and community engagement to develop a mobile app that integrates route optimization, traffic reports, and ride-sharing services.

Challenges we ran into

We faced data limitations, public adoption barriers, and integration difficulties with government systems, requiring innovative solutions and strong collaborations.

Accomplishments that we're proud of

We developed a functional prototype, built an engaged user base, and formed key partnerships to drive safer and smarter urban mobility.

What we learned

Community participation is essential, AI can bridge data gaps, and small behavioral shifts like carpooling can significantly reduce congestion and emissions.

What's next for UrbanFlow

We plan to expand to more cities, refine AI models, advocate for policy changes, and introduce incentives for participation, driving a smarter and greener future.

Built With

• clerk
• leaflet.js
• mongodb
• nextjs
• react
• shadcn
• typescript