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Thoughts on machine learning, deep learning, and building ML systems in production.
Oct 25, 2025
How to Avoid Messing Up Feature Order in Neural Network Serving: Building Robust & Reliable Pipelines
If you've ever trained a neural network on tabular data, you've probably encountered this subtle yet dangerous problem: feature ordering...
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Oct 23, 2025
When Neural Networks Take the Easy Way Out: How to Stop Your Model from Being Naive
Sometimes, the smartest thing a neural network does... is take a shortcut. Explores how neural networks often take the easiest path to minimize loss.
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