NOvid-20

An amazing PWA which is a solution to foretell the likelihood of being in vicinity of COVID-19.

Features

• A machine learning based prediction model that would help to provide the likelihood of the disease based on various factors.

• An interactive chatbot which will resolve all your queries related to the disease and provide implementable solutions to them.

• Current situation overview in which we would be giving the latest updates and overview of the on-going situation in the form of blogs and newsletters to help you keep track of it.

• Some useful insights i.e in addition to the above, we would also be providing useful insights from our end, which would prove to be beneficial.

Screenshots

1. Homepage

2. Chatbot

3. Covid-19 Predictor

Tech Stack

1. Used Ensemble Machine Classifying methods to classify the symptoms entered by the user. The accuracy achieved by the model is 81.2% using Random Forest classifier.
2. Used flask server for the model deployment on Heroku.
3. The frontend is made using bootstrap template.
4. The chatbot is powered by SnatchBot.

Future Scope

1. Would work on enabling NLP on the chatbot to make it interactive for the users.
2. Increasing the accuracy of the model.