AI evaluation support using HIPAA/ethics-focused healthcare content review
Applied HIPAA compliance and ethical judgment while performing review tasks intended to improve medical content quality and model behavior. Contributed domain-specific guidance for training workflows that prioritize privacy, safety, and empathetic clinical reasoning in healthcare annotations and evaluations. Leveraged nursing documentation and protocol knowledge to support iterative feedback loops used for AI training. • HIPAA-aligned content review and safety gating • Ethical judgment for training/evaluation inputs • Clinical reasoning assessment support • Feedback-loop oriented evaluation for healthcare AI