

Medical doctor with 13+ years of experience evaluating evidence, verifying clinical information, and ensuring data integrity in healthcare. Experienced in AI model evaluation, fact verification, quality assurance, protocol development, and evidence-based decision making. Skilled at tracing claims to primary sources, identifying inaccuracies, and applying critical thinking to AI-generated and clinical content.
Information integrity
Source verification
Fact-checking
Primary source validation
Evidence synthesis
Clinical guideline review
AI model evaluation
Hallucination detection
Clinical audit
Quality assurance