Student-Placement-App

App Link: https://student-placement-predictor-eaedabffa002.herokuapp.com/

Task

Design and deploy a student-friendly mobile app to predict his/her chances of securing a placement/job

Synopsis

Objective: Predict if a student is placed or not based on fetched CGPA, IQ and Profile Score

Approach:

• Interpreted placement data of 300 students to save the model as a PKL file considering Random Forest Classifier
• Built a Flask app for deployment and used it to test URL requests with the help of Postman software
• Integrated the app results to execute a mobile-friendly app via JavaScript and XML in Android Studio

Result: Deployed the Flask app on Heroku and generated student placement results focusing on CGPA through a mobile app

Tools

• Python
• PyCharm
• Git
• Heroku
• Android Studio (JavaScript and XML)