AI-Driven Learning Tutor

This paper focuses on creating an AI tutor that aids an intern’s learning in both front- end and back-end development. Within the system, several modules have been integrated to provide personalized learning paths, adaptive work assignments, and immediate task feedback. Each component is enforced by proprietary, in- house developed, and trained, machine learning models that enable autonomy over task suggestions and mistake spotting. The tutor uses a user-friendly dashboard for managing user profiles, a task recommendation system, a deep learning-enabled code editor, and an AI chatbot that facilitates client support 24/7. A pilot study on 20 interns showed a 25% increase in task fulfillment and a 30% decline in time spent on debugging, thus confirming self-trained models’ efficiency in transforming the learning process.