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Associate Professor of Research at the Koita Centre for Digital Health, Trivedi School of Biosciences
MBBS, PhD
Physician and data scientist with fifteen years of research experience spanning signal processing, time-series modelling, multi-omics, clinical epidemiology, and imaging Al. My work develops artificial intelligence for antenatal ultrasound — gestational-age estimation, fetal growth assessment, and obstetric triage from both standardised and blind-sweep acquisitions – externally validated across a multi-site clinical network in India, with a patent filed on gestational-age estimation. Related strands cover multimodal risk prediction for pregnancy outcomes in the GARBH-Ini cohort and methodological work on validation, calibration, and distribution-shift robustness in clinical Al.
At KCDH-A, Ashoka University, I have proposed a programme on integrated digital health systems in three layers: multimodal foundation models of human physiology, psychologically grounded human-Al interfaces, and governance built as infrastructure rather than retrofitted at deployment.
