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Covid Contact Tracing

Implementation of a thesis paper which you can read from here which was written as a part of Master's degree program at Southern Illinois University, Carbondale.

About

  • This is a tool which is a check-in based contact tracing system at an organizational level.
  • Everytime a person enters or exits a room/public space, he is asked to scan the QR code that is placed at the entry/exit of the room.
  • Doing so would sent an event object to the backend and that event is stored in a certral database.
  • Whenever one of the user is tested positive, a medical professional is responsible to enter the user's id into the system.
    • By making sure only a medical professional has access to insert this information we are maintaining both authenticity and confidentiality of the patient.
  • When a new user-id is inserted, the process of contact-tracing begins
  • Detailed explanation of the contact tracing algorithm is mentioned in the Methodology section of the thesis dissertation document.

Tech Stack

  • Python
  • MongoDB
  • Flask
  • Flutter

Back-end

  • The backend of the application is the main crux of the functionality.
  • It is written in python.
  • There are different classes and methods involved in the process of contact tracing and each one of them are explained in detail in the thesis document.
  • A few of the key classes are Agent, InfectedWindow, and Overlap.
  • Flask server acts a gateway to for the front end to send "event" objects.

Front-end

  • The front-end of this application is a mobile app built using Flutter.
  • It is a slightly customized version of a QR code scanner tool.
  • NFC scanning was a feature which was supposed to be integrated but later got pushed to the backlog.

Databse

  • As mentioned above, this aplication uses a NoSQL databse of Mongodb for storing and retrieving data.
  • Mongodb lets an easy way of storing and retrieving json objects which are manipulated easily by python.

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