I develop coarse-grained and multiscale molecular models and simulation workflows to study membranes, protein-ligand binding and soft-matter systems, enabling realistic cell-membrane simulations, constant-pH effects, and mechanistic insights for drug delivery and pharmaceutical chemistry.