Medical coding plays a vital role in our healthcare system. It involves assigning numerical codes to medical procedures, diagnoses, and services. This system is essential for billing, insurance claims, tracking, and overall healthcare data management. India's rapidly evolving healthcare landscape demands a nuanced environment for medical coders. To