dinesh kumar

I am an orthopedic surgeon and clinical AI evaluator with experience assessing large language model outputs for biomedical and healthcare use cases. I evaluate AI responses for clinical accuracy, reasoning quality, safety, completeness, and alignment with real-world clinical workflows, then provide structured feedback to improve model performance. Alongside AI evaluation work, I practice orthopedic medicine with hands-on experience in trauma, arthroplasty, outpatient consultations, emergency care, surgical assistance, and perioperative patient management. I have contributed to over 500 orthopedic surgeries, managed 2,000+ outpatient consultations, and handled 200+ emergency cases. My research includes robotic-assisted unicompartmental knee replacement. I also lead development of an AI-assisted foot assessment platform, combining clinical validation, workflow design, and product strategy. I can support healthcare AI teams with clinical reasoning review, medical content validation, LLM evaluation, prompt testing, safety assessment, and orthopedic domain expertise.