I am an applied mathematician, statistician and data scientist, with wet-lab experimental biology experience. I focus on applications in biology.

Mathematics. I specialise in: discrete models – taking the form of systems of ordinary differential equations; stochastic agent-based models; continuum models – taking the form of system of nonlinear partial differential equations; discrete to continuum limits; travelling wave analysis; perturbation analysis; moving boundary problems derived from biologically motivated cell-level processes; hierarchical models, and, tumour growth models.

Data science and statistics. To connect mathematical models to data I use techniques from statistics, specialising in: statistical uncertainty analysis; parameter estimation; parameter identifiability; prediction; profile likelihood-based methods; Bayesian MCMC methods; approximate Bayesian computation.

Biology. Applications of interest include: epithelial tissue dynamics (mechanical cellular relaxation, cell proliferation, cell death, mechanical cell competition, mechanochemical feedback loops), avascular tumour growth (experimental design, co-culture growth, adaptation mechanisms to time-dependent oxygen), epithelial-mesenchymal transitions (EMT), the cell cycle, population dynamics; and nanoparticle-cell interactions.