Murtaza Bagwala

Murtaza Bagwala

Software Craftsman. Exploring the world of AI and Machine Learning. Always learning.

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Production ML

April 2026AI

Building the Harness: How Real ML Systems Actually Run Models

You trained the model. Now what? This post explains model inference and harness engineering with real code and zero hand-waving.

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