Selected work

Projects & publications

Method-focused scientific case studies and peer-reviewed publications, filterable by research theme.

Enzyme Engineering for the Biosynthesis of Therapeutics

Exploring, characterising and evolving enzymes involved in the biosynthesis of therapeutically relevant molecules, with emphasis on selectivity, substrate scope and biocatalytic potential.

Enzyme discoveryBiocatalysisSubstrate scopeBiosynthesis
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Computational and AI-Guided Drug Discovery

Using molecular modelling, docking, molecular dynamics, quantum chemistry and machine learning to explore therapeutic targets, predict molecular properties and support drug discovery workflows.

DockingMolecular dynamicsMachine learningQSAR
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Molecular Mechanisms and Chemical Reactivity

Investigating how molecular structure controls chemical reactivity, selectivity and biological function through quantum chemistry, molecular modelling and mechanistic reasoning.

DFTReaction mechanismsSelectivityQuantum chemistry
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Current work

Membrane Proteins and Bacterial Nutrient Acquisition

Current work focuses on biochemical and biophysical approaches to understand mycobacterial nutrient acquisition and membrane-protein function.

Membrane proteinsBiophysicsBiochemistry
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