I build interpretable machine-learning systems for healthcare using signals, imaging and clinical data—covering cardiovascular, renal and fetal monitoring—and also financial time-series forecasting. Work spans signal processing, multimodal fusion and explainability to translate predictive analytics into deployable solutions.