Access to good education is not the same in rural and semi-urban areas because of problems with infrastructure and limited internet access. This study introduces an AI-powered Smart Education System (SES) that works well even when there's no constant internet connection. The system uses AI models that run offline to help with personalized learning, automatic grading, and answering student questions. The system is built on a desktop setup, allowing both teachers and students to use special dashboards for sharing lessons, checking performance, and tracking progress. To make it work on low-powered devices, the system uses small versions of advanced AI tools for understanding text and speech. Testing shows that this system helps students stay interested, makes it easier for teachers, and works reliably even in areas with limited resources. This approach shows that smart education systems can be used without needing the internet, making learning more widely available and easier to scale.