I've been writing about markets since university — finance and crypto columns for The Saint, St Andrews' student paper, as deputy editor (2021). One I've rescued from the archive: Boom or Bust?! The Bitcoin Bubble.
Projects
Modelling Political Polarization — an interactive version of my St Andrews dissertation: a 5,000-agent simulation where you move sliders for exposure, tolerance, inequality, and elite influence and watch a population polarize. Built in Python and Streamlit.
AI safety
While at St Andrews I co-founded and ran STAISH, the university's first AI safety fellowship — a multi-week reading group taking students through machine-learning fundamentals, AGI risk, alignment, and governance. The Saint covered the launch, and the reading syllabus is online.