Focuses on acoustofluidic and capillary microfluidic platforms for rapid sample preparation, tunable mixing, pumping and aerosolization; develops biosensing and intracellular delivery tools; and applies high‑throughput, ML‑guided fabrication to nanomaterials and optoelectronic thin films.