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.