Writing

• Simulating a Cambridge Union Debate With Multi-Agent LLMs Project

  I scraped a massive corpus of guest participants' interviews and publications to build personas, used a multi-agent workflow to simulate debate engagements dozens of times, and clustered extracted arguments to build a "debate landscape" forecast.

• Ridge Regression Is (Sort Of) Doing PCA Note

  Working through the variance of Ridge predictions, I noticed the connection between Ridge shrinkage and principal component analysis — and why an isotropic penalty on anisotropic data produces PCA's coordinate system.

• Econometrics Explainer Series: Introduction Series

  Economists and mathematicians are taught regression completely differently. This series tries to bridge the gap between data intuition and geometric elegance.