Introduction The landscape of higher education funding is undergoing a profound transformation, with scholarships serving as a crucial bridge for countless students pursuing their academic aspirations. Traditionally, the scholarship selection process has been labor-intensive, relying heavily on manual review, often leading to inefficiencies and potential biases. However, the advent of artificial intelligence (AI) is ushering […]