Advances microfluidics and biosensors for point‑of‑care diagnostics, single‑cell electrical sensing with machine learning, and mechanobiology. Builds flow‑aware biomimetic systems and lab‑on‑chip platforms for multiplex detection, vascular biomarkers, and label‑free nanoparticle enrichment.