Collette S. Guy

This paper uses transfer learning to identify potent antibacterials from large chemical libraries, finding 54% of tested compounds active against E. coli with sub-micromolar potency.

This paper develops fluorinated trehalose analogues to label and visualize Mycobacterium tuberculosis, showing their uptake correlates with substrate recognition and enabling pathogen-specific detection.