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Development of a Comprehensive AI-Driven Educational Platform for Enhanced Student Engagement and Management
  1. case
  2. Development of a Comprehensive AI-Driven Educational Platform for Enhanced Student Engagement and Management

Development of a Comprehensive AI-Driven Educational Platform for Enhanced Student Engagement and Management

snotor pro
Education
Information technology

Identifying Complex Challenges in Modern Digital Education Platforms

The client faces challenges in managing complex user interactions, scheduling across multiple time zones, integrating third-party services such as video conferencing and payment gateways, and incorporating AI features, all while ensuring high security and user-friendly interfaces for diverse roles including students, tutors, and administrators.

About the Client

A mid-sized educational institution or organization aims to implement an integrated platform to facilitate remote learning, tutor management, and student engagement through advanced features and secure technology.

Goals for Building an Advanced Learning Management System

  • Create a fully functional web and mobile application supporting user accounts for students, tutors, guests, and administrators.
  • Implement robust search and booking capabilities for tutors, including detailed profiles and ratings.
  • Develop integrated video lesson delivery, quizzes, notes, and student performance tracking functionalities.
  • Enable secure payment processing and administrative management features.
  • Incorporate AI-powered assessment and interactive elements to enhance personalized learning.
  • Ensure high security standards, scalability, and seamless third-party integrations to support future growth.

Core Functional Components of the Educational Platform

  • User profiles and account management for different roles (students, tutors, admins)
  • Tutor search, profile viewing, booking, and ratings system
  • Video lessons with integrated video conferencing capabilities
  • Learning materials including notes, quizzes, and performance scores
  • AI-powered quizzes and assessments for personalized learning paths
  • Student dashboards displaying scores, activity history, and progress tracking
  • Secure payment system supporting multiple payment methods
  • Administrative dashboards for user management, scheduling oversight, and analytics
  • Whiteboard notes and interactive collaborative tools
  • Integration with third-party services such as video conferencing platforms and payment gateways

Preferred Technologies and Technical Architecture

Ruby on Rails for backend development
PostgreSQL for database management
Redis for caching and real-time features
JavaScript and Next.js for frontend development
Docker for containerized deployment
RSpec for testing
SCSS for styling
ChatGPT-4 or similar AI models for intelligent features

Essential External Service Integrations

  • Video conferencing services (e.g., Zoom, equivalent)
  • Payment gateways (e.g., Stripe, PayPal)
  • AI model APIs for assessment and interactive features

Critical Non-Functional System Requirements

  • System scalability to support growing user base with minimal performance degradation
  • High security standards to protect user data and payment information
  • Responsive design ensuring functionality across mobile and web platforms
  • Load handling capacity to ensure smooth streaming and interaction during peak usage
  • Automated testing and quality assurance using frameworks such as RSpec

Projected Business Benefits and System Impact

The implementation of this comprehensive educational platform is projected to attract a broad user base, improve learner engagement through interactive and AI-driven features, and streamline administrative processes. Anticipated outcomes include increased user engagement, improved learning success metrics, and a profitable, scalable learning environment.

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