HIV/AIDS expert witnesses are infectious disease physicians, epidemiologists, and public health specialists who analyze diagnosis, treatment, and long-term management of HIV-related conditions. They assess adherence to clinical guidelines, antiretroviral therapy protocols, prevention strategies, and standards of care in hospitals, clinics, correctional facilities, and community programs.