Broadly, my research focuses on the mechanistic insights of biological behavior at different nano interfaces using in silico studies. A key focus of my work is to understand how different confinement media and thermal fluctuations influence water dynamics and protein conformational landscapes in nanoscopic environments. Currently, I am studying the distinct self-assembly behavior of short peptides, a process fundamental to biological systems and a powerful strategy for the development of functional biomaterials. My work highlights how packing modes and solvent conditions govern the thermodynamic stability of peptide aggregates. Together, these findings contribute to the rational design of next-generation biomaterials with tunable structural and functional properties.