Dr kalid Asrat

Physician-scientist and AI systems architect with 20+ years of clinical and public health leadership experience. Specialized in structured evaluation of large language model (LLM) outputs in healthcare contexts, including clinical reasoning validation, safety auditing, fact-checking against authoritative sources, and rubric-based model benchmarking. Experienced in identifying unsafe reasoning patterns, hallucinated medical claims, and incomplete patient guidance within AI-generated responses.

Founder & AI Systems Architect at OmniHealthAI (Present)

Founded and architected healthcare AI systems focused on clinical reasoning and safety evaluation.

• Designed 100+ healthcare AI agents including clinical reasoning assistants and evaluation tools.
• Conducted structured review of AI-generated medical outputs to assess factual accuracy, diagnostic reasoning integrity, and safety alignment.
• Developed standardized evaluation rubrics for benchmarking LLM performance in diagnostic reasoning, triage decision-making, and patient communication.
• Identified hallucinated or unsafe medical recommendations and corrected outputs using authoritative evidence sources (CDC, WHO, NICE, peer-reviewed literature).
• Implemented risk-based review methodologies similar to clinical quality monitoring frameworks.

MD in Medicine

MPH in Public Health