The field of healthcare coding in this country is witnessing a remarkable growth, making it a promising opportunity. Driven by the rapidly developing healthcare sector and increasing adoption of electronic health records, the demand for skilled clinical coders is surging . This profession involves translating detailed patient data into standardized