Ritesh Bairwa

MBBS physician and registered medical practitioner with clinical training across Internal Medicine, Emergency Medicine, General Surgery, Orthopedics, Paediatrics, Obstetrics & Gynaecology, Psychiatry, and Community Medicine. Experienced in patient assessment, clinical documentation, EHR/EMR workflows, emergency care, and evidence-based medicine.

Clinical AI Evaluator with experience reviewing 150+ AI-generated clinical responses and cases for factual accuracy, completeness, patient safety, hallucinations, medication safety, and guideline adherence. Founder and developer of MedFrontal, an evidence-first clinical AI verification platform that decomposes recommendations into claims, retrieves supporting evidence, flags unsafe or unsupported statements, and produces severity-graded audit reports for physician sign-off.

Seeking remote opportunities in clinical AI evaluation, medical AI safety and validation, medical review, healthcare informatics, clinical research, medical writing, and digital health.

Resident Medical Officer / Clinical Practitioner - Shri Guru Ram Rai Institute of Medical & Health Sciences, Dehradun - Dehradun, On-site

(2025-05)

• Patient assessment, clinical documentation, emergency care, and multidisciplinary coordination across Internal Medicine, Emergency Medicine, Surgery, and Pediatrics.
• Utilized EHR systems for clinical documentation, chronic disease management, and workflow optimization.
• Applied evidence-based clinical knowledge to evaluate AI-generated health content and digital health tools.
• Coordinated care using digital platforms; experienced in structured clinical data collection and analysis.

Medical Reviewer & Healthcare Research Consultant - Remote | Freelance / Independent - Remote

(2025-07)

• Conduct medical review and clinical validation for healthcare research and Health Tech AI projects.
• Review medical content, treatment pathways, drug safety information, and AI-generated clinical outputs for accuracy and regulatory alignment.
• Validate AI-powered clinical decision support tools; collaborate with Health Tech companies on AI diagnostic evaluation.
• Provide clinical insights for physician advisory boards, market research, and health AI model optimization.
• Review and improve AI model outputs related to medical information, patient care workflows, and clinical documentation.
• Perform systematic literature reviews and synthesize findings into structured evidence-based documents.

MBBS - Medicine - Shri Guru Ram Rai Institute of Medical & Health Sciences, Dehradun (2026)