Blog

Writing helps me think. These are explorations — things I built, broke, learned from, or found interesting enough to write down.

The Elegance of Association Analysis

Why I find market basket analysis beautiful — it produces rules a human can actually read, validate, and act on. No black boxes.

I built a convolutional neural network from scratch to classify clothing — and learned more from its failures than its 91% accuracy.