Research spans computational and translational hepatology and antimicrobial discovery: multi-omics and cell-state deconvolution for liver disease progression and fibrosis, population epidemiology and risk modeling, plus high-throughput screening and medicinal chemistry for narrow-spectrum therapeutics.