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🎓 AI-Powered LMS (Learning Management System)

Welcome to the official repository for the AI-Powered LMS by Datafied Technologies! This project aims to develop an intelligent, user-centric learning management system for Datafied Academy, integrating AI-driven features to enhance learner engagement, automate assessments, and personalize content delivery.


🚀 Project Overview

Our LMS is designed to:

  • Provide an intuitive interface for students, instructors, and administrators.
  • Utilize AI to recommend courses, assess written work, and track student progress.
  • Support real-time analytics and dynamic content personalization.
  • Be modular, scalable, and developer-friendly.
  • Read More.

👥 Project Team & Roles

Name Role
Marcus Olawale Product Manager
Elijah Obisesan Data Scientist
Ayomide Oyewole Data Scientist
Ife Oluwafemi UI/UX DESIGNER
Falode Tobi Frontend Developer
Ojo Ilesanmi Backend Developer & Architect

🧠 AI Features

  • Recommendation Engine: Personalized course and content suggestions based on learner activity.
  • Automated Essay Grading: NLP-based model to assess open-ended responses.
  • Learning Analytics: Tracks user engagement and academic performance.

🛠 Tech Stack

Frontend

  • React.js (or Next.js)
  • Tailwind CSS
  • Cloudinary

Backend

  • Java / Springboot
  • PostgreSQL / MongoDB
  • JWT Authentication

AI/ML

  • Python (scikit-learn, NLTK, spaCy, Transformers)
  • Jupyter Notebooks for model development
  • REST APIs for AI integration

DevOps & Tools

  • GitHub Projects
  • Docker
  • Heroku / Vercel (Deployment)
  • GitHub Actions (CI/CD)

📂 Repository Structure

ai-powered-lms/
├── backend/
│   ├── api/
│   ├── models/
│   └── config/
├── frontend/
│   ├── components/
│   ├── pages/
│   └── styles/
├── ai-models/
│   ├── recommendation/
│   └── grading/
├── docs/
├── tests/
└── README.md

✅ Project Milestones

  • Project Planning & Task Board Setup
  • Database Schema & Backend API
  • AI Model Prototypes (Recommendation & Grading)
  • Frontend MVP
  • Model Integration
  • Internal Testing
  • Deployment

📦 Getting Started

Prerequisites

  • Node.js v18+
  • Python 3.10+
  • Docker (optional)
  • Git

Clone the Repository

git clone https://github.com/datafiedtech/ai-powered-lms.git
cd ai-powered-lms

🤝 Contributing

We welcome contributions from Data Science, Backend, and Frontend interns. Please check the GitHub Project Board and open issues before starting new work.


📄 License

This project is licensed under the MIT License — see the LICENSE file for details.


📬 Contact

Have questions or suggestions? Reach out to the Product Manager, Marcus Olawale, via hello@datafiedacademy.com.

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