Built an AI-Powered Academic Performance Prediction System for an International University Platform I recently developed a full-stack intelligent university system that helps in tracking and predicting student academic performance using AI. The platform is designed for Students, Instructors, and Admins with secure role-based access and a centralized database system. 💡 What this system does: It collects student academic data (marks, attendance, study hours, CGPA, etc.) and uses machine learning models to predict future performance and identify at-risk students early. ✨ Key Features: JWT + Google Authentication for secure login AI-based CGPA prediction using advanced models (CNN + LSTM + Attention) Real-time and batch predictions via CSV upload Admin dashboard with analytics and performance graphs Explainable AI (SHAP) to understand prediction reasons Early warning system for weak students Online Courses & Lecture Management System Multiple course videos with Google Drive integration Live Courses & Live Sessions from anywhere Student enrollment & instructor course tracking Modern LMS-style dashboard with role-based access 📊 This system helps universities make data-driven decisions and improve student outcomes using AI insights while also supporting modern online learning experiences. 🌐 Portfolio: https://lnkd.in/dZ3EX-yg hashtag#AI hashtag#MachineLearning hashtag#FullStackDeveloper hashtag#ReactJS hashtag#NodeJS hashtag#DataScience hashtag#EdTech hashtag#LMS hashtag#WebDevelopment hashtag#OpenToWork