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  • PPO from the ground up Draft Oct 2025
  • Comparing Structured Data Formats for LLMs Oct 2025
  • Entropy from First Principles Jan 2025
  • Interactive Gaussian Mixture Models Dec 2024
  • Local Approximation Dec 2024
  • The Mechanics of Causal Self Attention Nov 2024
  • State as Types, a Design Pattern Draft May 2024
  • Solving 2048 Draft Apr 2024
  • An Expert–Level 2048 Bot ★ Apr 2024
  • Interactive MNIST Explorer ★ Feb 2024
  • Machine Learning Fundamentals 2.5: Generic behavior in C with macros Draft Oct 2023
  • Machine Learning Fundamentals Part 2: Multivariate Linear Regression Draft Sep 2023
  • Machine Learning Fundamentals in C, Part 1 Draft Aug 2023
  • Not–so–casual Performance Optimization in Python ★ Aug 2023
  • The Basel Problem (Hello, World!) Jul 2023