Learnova: An Intelligent LMS for Personalized Education and Comprehensive Management

Abstract

In the rapidly evolving education landscape, the demand for a smart, integrated platform to support teaching, learning, and administrative processes is more pressing than ever. Existing Learning Management Systems (LMS) are standalone, offering no features such as personalized learning paths, real-time analytics, and streamlined course management. To address these limitations, we present Learnova, an innovative LMS developed under Team Dexians. Learnova leverages the most advanced technologies such as AI, machine learning, and real-time data processing to create a unified and adaptive learning ecosystem. The platform offers holistic features such as seamless course creation and enrollment, real-time attendance tracking, interactive quizzes, and automated certificate issuing. Built on high-performance React.js, Node.js, and MongoDB, Learnova also leverages Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) to deliver personalized learning experiences based on the individual user's requirements. By enhancing learner engagement, automating administrative functions, and offering scalable solutions for educational institutions and corporate training programs, Learnova is poised to revolutionize the digital education landscape. Lastly, it bridges the gap between personalized learning and efficient education management, setting a new benchmark in the EdTech landscape.