Edu-Loop is an AI-powered platform designed to create dynamic and personalized learning pathways for K-12 students. It addresses the challenge of students struggling to connect learning to their interests and goals by analyzing their individual learning styles, academic performance, and stated interests. The platform then curates a unique sequence of educational content, activities, and real-world connections, adapting in real-time based on student progress and feedback. Unlike one-size-fits-all approaches, Edu-Loop focuses on fostering student agency and engagement by allowing students to explore their passions within a structured, yet flexible, educational framework. It aims to make learning more meaningful and relevant, bridging the gap between academic subjects and future career aspirations, while also providing educators with insights into individual student needs.