Writing
I write about designing and operating production systems under real-world constraints. The focus is on correctness, tradeoffs, and architectural judgment — not tutorials or hype.
2026-01-02 · Systems Design · Sports Analytics · Data Pipelines · Python · NFL
Designing an NFL Player Impact Pipeline (V1)
Attribution-driven NFL analytics using play-by-play data, explicit assumptions, and versioned metrics.
2025-12-30 · Systems Design · Data Pipelines · Python
Designing a Financial Market Data Pipeline
EOD ingestion, corporate actions, golden prices, and deterministic recomputation.