BloodBond: Optimising Blood Bank System through a Comprehensive Smart Management System

In densely populated areas like Mumbai, the challenge of efficiently managing blood donations is critical. The gap between available donors and the urgent need for various blood types, especially in emergencies and for chronic conditions, necessitates a robust solution. Online Blood Bank Management System innovatively addresses this need, revolutionizing the blood donation and distribution process. The system enhances accessibility with a locality search feature, allowing donors to easily find and participate in nearby blood drives. It simplifies donor registration and donation management and includes educational resources. Hospitals and blood banks benefit from a dashboard for organizing donation events, monitoring blood stock, and managing blood group requests. The key contribution of this research paper is the Emergency Blood Request Donor Notification system, which allows hospitals to quickly alert potential donors in urgent situations. Furthermore, the integration of the Donor Retention Model, a machine learning tool, predicts the likelihood of donors becoming long-term, dedicated contributors. This model has demonstrated an impressive 78.30 % accuracy in identifying potential dedicated donors, crucial for patients requiring consistent blood supplies.