An effective and efficient candidate selection process is a key factor in improving recruitment quality in the digital age. Conventional methods of resume screening are often time-consuming and prone to human bias. This study developed a resume screening and candidate ranking optimization system based on Natural Language Processing (NLP) on a web-based job portal. This system automates the proc…