Drug Discovery & Target Identification

Mine genomic, proteomic, and literature data to identify disease targets — proteins, pathways, or genes that could be modulated by a drug. Validate targets through in vitro assays, animal models, and analysis of human genetic evidence (GWAS, biobank data).

Screen compound libraries — virtual and physical — to find molecules that interact with validated targets. Optimize hits through iterative medicinal chemistry cycles: improve potency, selectivity, metabolic stability, and drug-like properties while managing off-target liabilities.