My research primarily focuses on ab-initio calculations of nanomaterials, with a particular emphasis on understanding the electronic structure and optical properties of clusters and 2D nanomaterials. I am also interested in investigating the energy storage, catalytic, sensing, and metal-ion battery characteristics of surfaces and interfaces (solid-solid and solid-liquid). For this purpose, we employ a range of computational techniques, including density functional theory (DFT), density functional tight binding (DFTB), ab-initio molecular dynamics (AIMD), wave function-based methods (CI and CC), and machine learning approaches.