Kevin Yen
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Writing about ML, distributed systems, and engineering leadership.

  • Matrix Multiplication in Polars: A 2026 Guide to Distance Computation

    February 7, 2026

    Benchmarking Polars, NumPy, and Pandas for computing distance matrices and top-k similarity search. When to use what, and why the hybrid approach wins.

    pythonpolarsnumpyperformancemachine-learning
  • From Doing to Enabling: A Tech Lead's Self-Correction Guide

    January 3, 2026

    Reflections on transitioning from individual contributor to tech lead, and the mindset shifts that make the difference.

    leadershipengineeringgrowth
  • Writing Better

    January 1, 2026

    Practical writing principles that work for everything from blog posts to Slack messages.

    writingstyleengineering
  • Site Setup

    December 26, 2025

    Shows how the kevinyen.net site was setup