Medical Billing & Revenue Cycle Data Annotation
Worked extensively with large volumes of structured and unstructured healthcare data as part of revenue cycle and medical billing operations. Responsibilities included reviewing, classifying, and validating clinical and administrative text data such as insurance claims, EOBs, CPT-coded services, denial reasons, payment adjustments, and patient account records. Performed detailed data tagging and categorization to identify denial trends, payment discrepancies, and compliance issues while maintaining strict HIPAA standards. Utilized Epic and other EMR systems to ensure data accuracy, consistency, and completeness across inpatient, outpatient, and surgical claims. Conducted quality checks through reconciliation and validation processes to support accurate reporting, improved revenue recovery, and regulatory compliance in healthcare billing workflows