the primary focus of my research is on understanding the fundamental properties and behaviour of complex chemical systems;
the discovery that certain types of naturally-occuring glycosides, when formulated to produce self-assembled nanoparticles are potent modulators of immune responses;
the discovery that lyotropic liquid crystalline phases can be used as templates for the synthesis of nanostructured mesoporous oxides, semiconductors and metals, which led to the foundation of Nanotecture PLC, a University spin-out;
How to develop trustworthy, effective clinical AI and decision support systemsBuilding libraries of computer-readable clinical knowledge encoded in standard format to support multiple usesThe role of psychology in improving the capture, communication and use of health-related informationMore rigorous evaluation of clinical information systemsMaking better use of routine data using instrumental variable and related methods
My research is at the intersection of machine learning and digital health. I am interested in developing machine learning methods for human sensing using vision- and wearable-based technologies.