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