The “KJSIT Learning Feedback System” is a user-centric platform developed at the K. J. Somaiya Institute of Information Technology (KJSIT) to enhance the feedback and review system among students, faculty, and administrators. It has a user-friendly interface for registration, login, and feedback submission, and it also ensures data security and privacy. Empowering students to share insights and concerns about their education and allowing educators to make data-driven improvements, the system aligns with contemporary educational needs and trends. The methodology prioritizes user-centric environment, agile development, data-driven decision-making reports, and professional development integration. According to us, the system’s future scope includes AI and machine learning integration, and enhanced user dashboards to further enhance learning system, and data visualization methods, emphasizing continuous improvement and innovation in the quality of education within KJSIT.