Healthcare operations professional preparing for Medical Coder work through formal AAPC training in ICD-10-CM, CPT, HCPCS Level II, medical terminology, and anatomy. Reviews complex records, audits documentation for compliance, and protects data integrity in high-volume public-sector and hospital environments. Brings a disciplined approach to code accuracy, confidentiality, and reimbursement support.