This project is a web-based Learning Management System (LMS) developed for Brand Generation College using the MERN stack. The system is designed to manage academic activities, course delivery, grading, announcements, and student learning experiences in a centralized digital platform. The system also integrates AI-based course recommendation to suggest relevant learning paths to students based on their interests and academic performance. Key Features: • Student and instructor management system • Course creation and enrollment system • Assignment and grading management • Grade announcement and result publishing • College-wide announcements system • AI-based course recommendation engine • Digital certification generation for completed courses • Student progress tracking and learning analytics • Role-based access for admin, instructors, and students • Dashboard for academic monitoring Technical Stack: • Frontend: React.js • Backend: Node.js, Express.js • Database: MongoDB • Architecture: RESTful API-based full-stack system • Authentication: Role-based access control with secure login system Objective: The objective of this system is to digitize academic operations within the college, improve communication between students and instructors, and enhance learning outcomes through personalized AI-driven course recommendations. Conclusion: This project demonstrates the implementation of a scalable full-stack LMS platform with AI integration, focusing on modern educational needs such as personalized learning, automation of academic workflows, and efficient course management.