Medical coding plays a vital role in our healthcare system. It involves assigning numerical codes to clinical procedures, diagnoses, and services. This method is essential for billing, insurance claims, research, and overall healthcare data organization. India's dynamically evolving healthcare landscape demands a nuanced environment for medical cod