The field of medical coding in the nation is witnessing a remarkable increase , making it a promising opportunity. Driven by the burgeoning healthcare industry and increasing adoption of electronic health records, the demand for skilled healthcare coders is escalating. This role involves translating complex patient data into standardized codes for