Introducing Finalist: Team EcoLearn from BV Raju Institute of Technology

EcoLearn is a multi-agent AI tutoring system that teaches every concept through the lens of what the student already loves. The current build personalises Class 11 Physics (Kinematics) around two interests — football and gaming — with the architecture kept interest- and subject-agnostic so more can be added as content, not code. Where conventional tutors deliver a generic explanation, EcoLearn routes the new concept through the student’s existing mental model: a football-themed defender-attacker scenario for relative velocity, a racing-game braking scenario for uniform acceleration. The system orchestrates a team of specialised agents — profiler, retriever, analogy generator, critic, polisher, assessor, curriculum planner, and tutor — to deliver explanations that are personalised, accurate, and pedagogically grounded.