Medical coding plays a vital role in India's healthcare system. It involves assigning numerical codes to clinical procedures, diagnoses, and services. This method is essential for billing, insurance claims, analysis, and overall healthcare data management. India's rapidly evolving healthcare landscape presents a challenging environment for medical