The field of healthcare coding in India is witnessing a remarkable growth, making it a lucrative profession . Driven by the expanding healthcare industry and increasing adoption of electronic health records, the demand for skilled healthcare coders is surging . This role involves translating detailed patient data into standardized codes for billing