As a student one needs to always have a reassuring way of knowing if a route is safe to travel on.
What it does
The application shows all the available safe routes a user can travel on factoring in different situations like time of the day, crimes occurred in the neighbourhood, the number of users travelling and real-time data.
How I built it
I started out with the android application UI. Once that looked good, I moved on to building a scalable server using Node.JS. Integrated all the required APIs and built pipelines for AWS sagemaker. Finally integrated the UI with communication APIs.
Challenges I ran into
The biggest challenge was to remove anchor bias while deciding if a route is safe. Achieving route's safety score accuracy was the biggest challenge.
Accomplishments that I'm proud of
The application is a simple use case that almost everyone would fell like using. It would help students and seniors travel safer.