I’m a data scientist with 9 years of experience extracting robust analytical insights from complex, messy data. I specialise in Bayesian inference, statistical modelling, and end-to-end ML pipelines, from exploratory prototypes through to deployed, maintainable software.
Recent work includes building a Bayesian parameter estimation pipeline that helped achieve world-first nanometre resolution in single-molecule localisation microscopy, and exploring whether purely ML approaches can reconstruct historical proto-languages from their modern descendants.