Blog

Notes on data quality, system design, and practical ML — grounded in work across NHS platforms.

Statistics, Politics, Law and Gerrymandering

My MSc dissertation: using MCMC ensembles (Flip vs ReCom) to assess partisan bias in Massachusetts maps — methods, metrics, and what the results actually mean.