This paper was presented at the International Conference on Applied Mathematics and Computational Sciences (AMCS-25), held at SRM University Delhi-NCR, Sonepat, Haryana, India from 18–20 December 2025. The research introduces MindSphere AI, an intelligent MERN-based learning platform integrating artificial intelligence to enable adaptive learning, personalized recommendations, real-time analytics, and AI-powered tutoring systems. The study discusses system architecture, methodology, comparative analysis with existing e-learning platforms, and highlights how machine learning and modern web technologies can enhance student engagement and learning outcomes. This work contributes toward bridging the gap between traditional learning systems and AI-driven education ecosystems.
Abhay et al. (2025) studied this question.