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Writing

Notes on things I've learned the hard way — architecture decisions, machine learning in production, and the occasional opinion.

Machine Learning3 min read

The model is not the hard part

After shipping several ML systems, the pattern is consistent — accuracy is bounded by data plumbing long before it's bounded by architecture.

  • Machine Learning
  • Data Engineering
  • Architecture