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I Turned Six Years of Data Science Textbooks Into a Knowledge Base My AI Can Reason Over
Building a private, local RAG system over my own library — and why I think almost everyone with a bookshelf of PDFs should do the same.
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Applied Math for Engineers: Deconstructing the FFT and CNNs
A deep dive into the math behind CNNs and the FFT using the AGY CLI.
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Teaching a Neural Network to Hear a Failing Bearing
Building an end-to-end predictive-maintenance pipeline on the CWRU bearing dataset — and why hitting 100% accuracy made me trust it less.
