Works across microfluidics, vascular hemodynamics, and single‑cell multiomics. Develops patient‑specific vascular models for dialysis access and shear‑flow thrombosis; builds intestinal and fallopian tube atlases for inflammation and cancer insights. Inventor on an allowed millifluidic thrombosis patent.