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