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