My research interests lie at the intersection of biomedical imaging, photonics, engineering and computational methods. I am particularly interested in how measurement hardware and data analysis can be developed together to improve biological and biomedical imaging.

Biomedical imaging

I am interested in imaging technologies that can capture weak, fast or otherwise challenging biological signals. This includes questions around sensitivity, temporal resolution, signal quality and the practical design of imaging systems.

Photonics and optical instrumentation

A major part of my work involves optical measurement systems and photodetection. I am interested in how detector characteristics, optical design and acquisition strategies influence the quality and interpretability of biomedical measurements.

Computational methods

I also work with computational approaches for analysing and reconstructing imaging data, including signal processing, physical modelling and machine-learning methods. I am particularly interested in methods that incorporate knowledge of the underlying measurement process rather than treating imaging data as an abstract numerical input.

Long-term direction

My long-term goal is to develop imaging technologies in which instrumentation, physical modelling and computational analysis are considered together. I am especially interested in research that connects engineering with neuroscience and biomedical applications.