The problem Nav solves

Nav aims to mitigate the hassle of choosing routes while going for a walk or a run. It decides what's the best route for you depending on various metrics such as Air Quality Index (AQI), noise, crowd, aesthetics, safety and overall quality of the route.

Challenges we ran into

The biggest challenge we ran into was to manage large numbers of API and networks calls and maintaing and creating the pipeline, the API response passes through.
Optimizing the algorithm to give best results while making sure it gives the result as soon as possible