Works at the interface of materials and biology, developing bioinspired polymers, liquid-crystal sensors, and peptide-based antimicrobials. Focuses on antifouling surfaces, droplet-based diagnostics, and polymer-supported gene delivery, integrating machine learning with experiments to guide molecular design.