CourseMate: An AI-Enabled Learning Management System with Integrated Real-Time Interview Platform Using MERN Stack

The rapid expansion of digital education has created a strong demand for intelligent, scalable, and interactive platforms capable of supporting both learning and evaluation processes. This paper presents CourseMate, an AI-enabled Learning Management System (LMS) integrated with a real-time interview assessment platform, implemented using the MERN stack consisting of MongoDB, Express.js, React.js, and Node.js. The proposed system provides a unified framework for course administration, digital content delivery, learner progress analysis, and AI-assisted interview evaluation. Core functionalities include secure authentication, role-based access control, interactive learning modules, and automated feedback generation during interview sessions. The MERN architecture ensures high performance, responsiveness, and scalability, making the system suitable for academic institutions and training organizations. Experimental observations indicate that CourseMate improves assessment efficiency, reduces manual evaluation effort, and delivers reliable real-time feedback to users.