Calicut, a thriving city on the coast of Kerala, is experiencing a noticeable increase in the transportation sector. This requirement for skilled professionals has fueled a surge in institutions offering specialized programs in logistics education. These programs train students with the expertise necessary to navigate the complexities of the modern