Inspiration

Daily civic issues like potholes, water logging, and slow disaster response inspired us to build a smarter, data-driven system.

What it does

The system allows citizens to report civic issues in real time while AI analyzes severity and predicts future risks.

How we built it

We used AI for issue detection, MongoDB for real-time geo-data storage, and ML models for insights and predictions.

Challenges we ran into

Handling diverse data types and ensuring fast, scalable queries was challenging, solved using MongoDB’s flexible schema.

Accomplishments that we’re proud of

We built a working, scalable prototype that combines civic reporting with disaster intelligence.

What we learned

We learned how AI, databases, and data-driven insights can enable proactive governance.

What’s next

Expand predictions, integrate IoT data, and collaborate with smart city authorities.

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