Focus on design and processing of functional surfaces and nanomaterials, combining micro/nanomanufacturing, thermomechanical characterization, and machine‑learning optimization. Recent work: antimicrobial photocatalytic coatings with tuned mechanics for durable food‑contact surfaces.