AI-Powered Learning Management System

An intelligent LMS that uses AI to auto-generate course content, quizzes, and personalized learning paths for students.

ASP.NET Core LangChain Flask FAISS SQL Server Entity Framework

About This Project

This AI-powered Learning Management System (LMS) is designed to streamline academic workflows by providing students, teachers, and administrators with a unified platform to manage courses, assignments, and learning materials.

The system supports secure login, role-based access (Admin, Teacher, Student), assignment dashboards with timers, AI-powered quiz generation, and built-in communication between users. It also includes a future-ready AI course recommendation module and a live calendar view to track upcoming deadlines.

Key Innovation: The integration of AI for auto-generating quizzes and personalized course suggestions sets this LMS apart, enhancing learning engagement and automation within the education sector.

System Architecture

System Architecture
Figure 1: High-level architecture of the AI-Powered LMS System

Core Features

Role-Based Dashboards

Separate interfaces and controls for Admins, Teachers, and Students.

AI Quiz Generator

Teachers can generate intelligent quizzes using OpenAI integration.

Assignment Tracker

Students view, submit, and track assignments with countdown timers.

Integrated Calendar

Visual schedule for upcoming deadlines, assignments, and exams.

Automated Emails

Sends welcome, password reset, and registration emails to users.

Section-Based Chat

In-app chat system between students and teachers within sections.

Database Schema

ERD Diagram
Figure 2: Entity Relationship Diagram showing the document storage and user management schema
Project Links
Live Demo View Source Code View Screenshots
🚀 Project Details
  • Status: Completed Awaiting Deployment
  • Client: Educational Institution
  • Duration: 6 months
  • Team: Solo Developer
  • Hosting: Digital Ocean Ready
Technology Stack
Backend
ASP.NET Core MVC LangChain Flask
Frontend
Bootstrap v5 YNEX Template Razor Syntax
Infrastructure
SQL Server Digital Ocean REST API
View Documentation

Download the full LMS system documentation in PDF format, including features, setup instructions, and architecture overview.

Download PDF

User Interface

Dashboard
Chat Interface
Chat Interface

Core Class Diagram

Class Diagram
Key Classes:
  • User System
    • ApplicationUser - Base authentication (Id, Email, Password)
    • Student - Academic records (roll no, CCPA)
    • Teacher - Course management (Course by, Student score)
  • Course System
    • Session - Class sessions (Name, CourseOverview)
    • CourseHistory - Session tracking (Last updatetime)
  • Quiz System
    • Quiz - Master quiz (Tyler, Quiz type)
    • QuizQuestion - Questions & answers (QuestionText, Marks obtain)
    • QuizOption - Answer choices (Option, Item)
  • Assignment System
    • Assignment - Task details (name, End date/time)
    • AssignmentStudent - Submissions (Submit time, obtain marks)
  • Communication
    • ChatMessenger - Messaging (MSC, timestep)
View Documentation

Download the full LMS system documentation in PDF format.

Download PDF

Challenges & Solutions

Managing strict access control for Admin, Teacher, and Student roles was critical. Our solution included:

  • Using ASP.NET Identity for secure authentication and role management
  • Custom authorization attributes to protect sensitive routes
  • Dynamic UI rendering based on user roles
Result: Seamless, secure multi-role access with clear navigation

Incorporating OpenAI for dynamic quiz creation required balancing performance and response quality. We addressed this by:

  • Using asynchronous calls to OpenAI APIs
  • Implementing content validation for AI output
  • Limiting API usage to prevent quota exhaustion
Result: Reliable AI quizzes with improved generation accuracy and speed

We needed a way for students to track assignment deadlines with clear visibility. Our approach:

  • Built a dashboard with countdown timers for each assignment
  • Used server-side timers and status flags to reflect submission status
  • Integrated a calendar view for better visualization
Result: Increased assignment completion rate and reduced late submissions

Ensuring secure and user-friendly registration required email-based workflows. Our solution:

  • Generated registration tokens with expiration for teachers and students
  • Sent automated emails with password setup links
  • Used SMTP with secure retry and fallback handling
Result: Smooth onboarding with reduced manual account setup time
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