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I built a fantasy draft co-pilot, and the interesting part was everything it got wrong
A read-only Sleeper draft assistant built on VONA and opponent survival modelling — and the four times its most authoritative numbers turned out to be measuring something else.
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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.
