The field of healthcare coding in the nation is witnessing a remarkable growth, making it a lucrative profession . Driven by the burgeoning healthcare landscape and increasing adoption of electronic health records, the demand for skilled clinical coders is skyrocketing . This role involves translating intricate patient data into standardized codes