Kalyani Bhole-Ingale

At College of Engineering Pune (COEP Technological University), I conducted research integrating biomedical instrumentation, signal processing, medical imaging, and AI/ML. My work included prototypes for non-invasive glucose prediction, a portable bone densitometer, and subcutaneous vein detection for drug-delivery assistance.

I developed AI/ML methods for healthcare problems including fetal cardiac arrhythmia detection, osteosarcoma classification, hyperglycemia detection from ECG, and COVID-19 and pneumonia detection from medical images. I also supervised 15+ undergraduate and postgraduate projects translating algorithms into hardware prototypes and pilot validations.

As an Independent Researcher / Consultant in Bangkok, I continue peer-reviewed research, manuscript reviewing, and AI/ML upskilling. I have authored or co-authored 40+ peer-reviewed publications and am seeking research, applied AI/ML, or postdoctoral opportunities focused on healthcare diagnostics, monitoring, and clinical decision support.