The field of clinical coding in the nation is witnessing a substantial growth, making it a highly desirable career . Driven by the rapidly developing healthcare sector and increasing adoption of digital health records, the demand for skilled healthcare coders is escalating. This profession involves translating detailed patient data into standardize