The problem Covi-safe solves

It helps users decide if they are at risk of getting covid 19 infection and if yes it shows what steps can they safe. And if they have less probability then it motivates them to get vaccinated for better safety. It also shows map visulaization for the awareness of user related to the latest covid stats and wholesome user experience.

Challenges we ran into

The first difficulty we faced was in was data collection. Th data on symptoms was not publicly available so we had to use fake data for training the model. Furtheron, The data used for map visualization also had to be cleaned and integrated from sources such that it solves our purpose. The next difficulty we faced was integrating javascipt and python and hosting the app on heroku. We missed something and are still looking for a soltion to it.