https://github.com/bunnysunny24/quested

AI-powered personalized learning platform.
https://github.com/bunnysunny24/quested

chatbot fastapi firebase python reactjs

Last synced: over 1 year ago
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AI-powered personalized learning platform.

• Host: GitHub
• URL: https://github.com/bunnysunny24/quested
• Owner: bunnysunny24
• Created: 2025-01-25T20:04:06.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-01-30T00:06:49.000Z (over 1 year ago)
• Last Synced: 2025-03-17T02:18:33.262Z (over 1 year ago)
• Topics: chatbot, fastapi, firebase, python, reactjs
• Language: JavaScript
• Homepage: https://quest-ed-8hu8.vercel.app/
• Size: 601 KB
• Stars: 1
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 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.