I am a technical consultant who applies software engineering rigour to data systems while learning to play cello as an adult beginner through what is arguably sheer stubbornness at this point. I prefe

I was running WordPress on Google Cloud Run as a side project — testing whether it could work as a horizontally scalable, serverless CMS. Everything ran fine until I needed to offload media uploads to

I've been using it to convert blog posts and short scripts into audio. Here's what I actually think. The good: voices sound natural enough that I stopped cringing halfway through. You get options for

In my last thread, I talked about the Perceptron Trick and its flaws. Today, I learned about the next evolution: Probability-based Calculation (the engine behind Logistic Regression). The Flaw in the

What it is: A first post in a blog series called "What the Number Means" — each post takes a number too large to land and holds it against something real. Here, I break down the recent fundraising wav

Today I learned that there are two fundamental ways to understand how Logistic Regression works and makes predictions: The Perceptron Trick Probability Calculations (Maximum Likelihood Estimation) 1