Last mile delivery is a essential component of the modern supply chain, representing the final leg of a product's journey to the customer. Despite this, it often presents significant challenges in terms of cost, time. Optimizing last mile logistics is paramount for businesses seeking to reduce costs, boost customer satisfaction, and maintain a comp