Dr. Rohit M.

I am an MBBS physician with two years of experience in critical care, emergency medicine, and hospital operations, combined with hands-on expertise in evaluating and improving AI systems for healthcare. I have worked on healthcare AI projects involving clinical prompt engineering, medical reasoning evaluation, AI response validation, hallucination detection, and safety assessment. During my healthcare AI engagement at Deloitte, I designed and A/B tested clinical prompts, evaluated AI-generated medical responses for accuracy and safety, and identified reasoning failures to improve model performance. My clinical background enables me to review medical content with evidence-based judgment across emergency medicine, internal medicine, ICU care, pharmacology, and diagnostic reasoning. I also have experience designing AI-powered healthcare workflows, including a WhatsApp-based patient triage system that improved appointment efficiency and reduced patient misrouting. I can help with: • Medical AI evaluation (LLMs, RLHF, SFT, prompt assessment) • Clinical prompt engineering and prompt optimization • Medical content review and fact-checking • AI safety and hallucination detection • Healthcare research and literature review • Clinical case writing and question generation • Medical annotation and data labeling • Healthcare workflow and digital health consulting I combine real-world clinical experience with AI evaluation expertise to deliver medically accurate, reliable, and high-quality work for healthcare organizations, AI companies, research teams, and digital health startups.