Last-Mile Problem refers to the challenges faced in the final leg of a product's journey to reach consumers' hands. This logistic hurdle involves efficient delivery from distribution centers to end-users, often hindered by urban congestion, diverse address formats, and varying customer availability. Solving this predicament is crucial for e-commerce and delivery services, demanding innovative solutions like advanced routing algorithms, smart lockers, or drone deliveries to ensure swift and reliable last-mile logistics.