Fig. 04 — One ink: Mustard

Writing

3 items · positions in the shared PCA frame
Shape ID Title Blurb Year PC1 PC2
W-01 ForgeQB: Recommending Quizbowl Questions How we serve question recommendations for a trivia vertical where both timing and accuracy matter, when every question comes with only a broad category and a broad difficulty. 2026 −0.64 −0.05
W-02 Thoughts on America's 250th An exploration of my relationship with the USA and its founding ideals. 2026 −0.68 0.13
W-03 Dreams or Delusions An exploration asking whether naive dreaming serves us better than uncomfortable truth. 2025 −0.29 0.23

Essays, technical and not: how a quizbowl recommender works, and what truth, delusion and the American founding mean to me. Two were written for a competition and a scholarship; the technical one is for anyone building a recommender. Grey marks are the other five layers, kept in place so positions stay honest.