Manufacturing and Computer Science
I designed and scaled assembly lines at Apple for 7 years, then took a year off to do a masters in CS. I am currently at SpaceX. Here are some projects I've worked on below.
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Backpropagation: The Algorithm That Underpins Neural Networks
Backpropagation enables practically all modern neural network architectures, from CNNs to LLMs, by enabling computationally efficient tuning on training data.
5 Ways Little's Law is Applied to Manufacturing
The F=ma of industrial engineering.
An Intuitive Explanation for Mutual Information Feature Selection
MI is a commonly used feature selection method. But how does it actually calculate the importance of each feature?