Medical coding plays a vital role in the healthcare system. It involves assigning specific codes to clinical procedures, diagnoses, and services. This process is essential for billing, insurance claims, tracking, and overall healthcare data management. India's dynamically evolving healthcare landscape offers a complex environment for medical coders