The existing SQL-based project database from Fall 2024 now requires a web-based interface to support core functionalities such as user registration, partial-match search, role-based access control, optional payments, and domain-specific operations. This includes designing and linking user interface prototypes using HTML only. To enhance the system further, business intelligence features like segmentation analysis and user profiling will be integrated for data-driven insights and personalized user experiences.