Skip to content

bunnysunny24/QuestEd

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

57 Commits
 
 
 
 
 
 
 
 

Repository files navigation

QuestEd

Problem Statement

Engineering students face numerous challenges that hinder their academic success and personal growth. These include:

  • Lack of Personalization: Traditional learning methods fail to adapt to individual learning abilities and paces.
  • Overwhelming Content: Managing the vast volume of technical coursework is a struggle for many students.
  • High Dropout Rates: Academic pressure contributes to a significant number of students discontinuing their studies.
  • Limited Peer Interaction: Students lack adequate opportunities for collaboration and knowledge sharing.
  • Neglect of Mental Health: Stress and burnout affect students' academic performance and overall well-being.

Gap in Existing Solutions

For Students:

  • Absence of tools that adapt content difficulty to individual skill levels (easy, medium, hard).
  • Lack of integrated support for student well-being.

For Teachers:

  • Limited platforms for sharing quality educational resources.
  • No feedback mechanisms to help refine teaching methods.

The Need: A platform that personalizes learning, fosters peer collaboration, gamifies engagement, and promotes student well-being.


Proposed Solution

QuestEd is an ed-tech platform designed to simplify learning for engineering students while supporting teachers. It includes two dedicated portals:

  1. Student Portal

    • Students take an initial test to assess their knowledge and receive personalized courses and quizzes at three levels: easy, medium, and hard.
    • Features include:
      • Study materials in PDF format and embedded videos.
      • Gamification elements like badges for completing courses and quizzes.
      • A dashboard for tracking progress.
      • A calendar displaying daily quizzes and schedules.
      • Subject-specific chats for peer interaction and knowledge sharing.
      • Real-time monitoring of student well-being through facial recognition, offering health tips.
  2. Teacher Portal

    • Teachers can:
      • Upload educational resources, such as videos and PDFs.
      • Access pre-existing materials to enhance teaching.
      • Track student performance and engagement.

How It Solves the Problem

  • Personalization: Adaptive courses and quizzes cater to individual abilities, reducing overwhelm and boosting engagement.
  • Content Management: Organized topics with progress tracking ensure manageable learning.
  • Retention: Gamified features and personalized learning paths enhance confidence and reduce dropout rates.
  • Well-Being Support: Health tips and stress management suggestions foster balanced learning.
  • Teacher Empowerment: Streamlined resource sharing and access to analytics improve teaching strategies.

Technical Approach

Tech Stack

  • Frontend:
    • React.js: For building an interactive and dynamic user interface.
  • Backend:
    • Node.js and Express.js: To handle server-side logic and manage API routes.
  • Database:
    • MongoDB: For storing user data, course progress, and resources.
  • Additional Tools:
    • YouTube API: For embedding educational videos.
    • Calendar API: To display and manage schedules and quizzes.
    • Gemini API
    • Fast API

Feasibility & Scalability

Feasibility:

  • Leveraging widely adopted technologies ensures reliable development and deployment.
  • The platform’s architecture supports efficient handling of resources and secure data management.

Scalability:

  • Cloud hosting and scalable databases like MongoDB enable seamless handling of increased users.
  • Future feature expansion includes live classes, multilingual support, and advanced gamification elements.
  • Automation tools streamline content updates and user onboarding, supporting growth.

Impact and Benefits

Tangible Benefits:

  • Improved learning outcomes through personalized courses and adaptive quizzes.
  • Access to a comprehensive library of study materials and resources.
  • Enhanced student well-being with real-time health tips.

Intangible Benefits:

  • Increased student motivation and engagement through gamification.
  • Stronger peer collaboration and knowledge sharing.
  • Teacher empowerment with a simplified resource-sharing process.

Positive Effects:

  • Empowers students to succeed academically.
  • Supports teachers in delivering impactful education.
  • Promotes innovative, scalable education solutions.

Project Summary

QuestEd is a holistic learning platform for engineering students and educators. By combining personalized content, peer collaboration, and mental well-being support, QuestEd simplifies learning and enhances academic success. With its student and teacher portals, the platform fosters engagement, resource sharing, and efficient teaching, ultimately creating a more inclusive and supportive learning environment.

About

AI-powered personalized learning platform.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •