Medical coding plays a vital role in India's healthcare system. It involves assigning unique codes to medical procedures, diagnoses, and services. This method is essential for billing, insurance claims, tracking, and overall healthcare data administration. India's continuously evolving healthcare landscape demands a nuanced environment for medical