Ankit Kumar

Ankit Kumar Singh is a Ph.D. Research Scholar in Electronics and Communication Engineering at the National Institute of Technology Raipur, India. His research focuses on medical artificial intelligence, otoscopic image analysis, explainable machine learning, hybrid expert systems, and clinical decision support. He is the lead author of a research article published in Elsevier's Array journal and works on developing reliable, auditable, and human-supervised healthcare AI systems.