Data scientist and researcher specialising in natural language processing (NLP) and machine learning for public services. My work focuses on using large language models (LLMs) to extract insights from unstructured administrative care records, forecast population need, and evaluate bias in LLMs to ensure their fair and responsible use. I use Python for LLMs and deep learning, R for tabular data and plotting, and various other languages for fun. I used to aspire to one day answer a code golf question. Having smashed that target, I now aspire to answer a code golf question well.