EduShala (Adaptive & AI-Educational Platform)

EduShala (Adaptive & AI-Educational Platform)

One stop AI enabled adaptive educational platform for everyone (general students and teachers, disabled students and neurodivergent students)

Created on 8th February 2025

EduShala (Adaptive & AI-Educational Platform)

EduShala (Adaptive & AI-Educational Platform)

One stop AI enabled adaptive educational platform for everyone (general students and teachers, disabled students and neurodivergent students)

The problem EduShala (Adaptive & AI-Educational Platform) solves


EduShala: is an adaptive platform which solves different stages of problems for different kinds of individuals, including the general students, general teachers, disabled students and neurodivergent students.

  • For General Students:
    • PROBLEM: Time management, Accessibility, Offline Access, Scattered Platforms
    • OUR SOLUTION:
      • Time management issue addressed by our adaptive Time management system based on strengths/weaknesses analyzed by ML and Quizzes.
      • Learning management system and digital library with AI-based content generation.
      • Offline access via device installation for remote students.
      • Language translation (Hindi available).
      • Score and CGPA analysis for progress tracking.
  • For Teachers:
    • PROBLEM: cumbersome and time-consuming attendance recording process and report card management
    • OUR SOLUTION:
      • Digital attendance system using face recognition to save time taken during attendance.
      • Admin panel for adding books or courses.
      • Teachers can generate student report cards using Score/CGPA Analysis feature.
  • For Disabled/Neurodivergent Students:
    • PROBLEM: many problems arise due to their physical or mental disability. For example, blind people can not see so they can not effectively study like others, deaf and mute people can not communicate effectively, handicapped people find difficulty in locomotion and neurodivergent students find it hard to focus on something or to grasp something effectively
    • OUR SOLUTION:
      • Special education tools.
      • Accessibility features:
        • Virtual Sign Language Tutorials (AI-based).
        • Shortcuts for smart cursor navigation.
        • Screen Magnification.
        • Screen Reader & Digital Orbit Writer for blind students.
      • Gamified learning feature for enhancing mental intelligence.
      • Adaptive learning platform with personalized dashboard to track progress.

Challenges we ran into

The most challenging task while developing this project is multi-layer backend integration, i.e., we have added 5 layers of backend for facilitating the smooth operation of website. Each of the 5 backends is required to access all the features of website. 4 backends are being used for hosting Machine Learning codes using Flask & typescript whereas 1 backend is of website's API management (CRUD operations), user management & database management, based on MongoDB and Express.js. Other challenges include time constraints, training & fine-tuning chatbot, jwt authentication for multi-layer backend and some minor bugs.
We have solved the challenging tasks by using separate full stack websites for hosting AI/ML backends along with that we have implemented automatic token authentication using jwt for our MERN website. Also, we have trained the chatbot on our custom dataset in which we have tried to include as much data as we could. We have debugged minor bugs by dividing tasks among all the team mates to manage time efficiently.

Discussion

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