Most of the math I learned properly, I learned by trying to build something with it.
TCY Consulting keeps me busy designing AI-enabled software and shipping mobile apps — work that lives or dies on whether the underlying math makes sense to the people using it. You can't build good tools on math you don't feel. That's the gap MathWiz is trying to close.
Every concept on this site earned its keep somewhere in real code first — matrices in computer graphics, probability in recommendation systems, linear algebra in ML pipelines. The lessons here strip away the jargon and keep the intuition. Because once you can feel why a matrix multiplies the way it does, the formulas stop being homework and start being tools.
This is a side project, built late nights and weekends, with the same care I'd put into a product at work. If it makes one matrix feel less scary for someone out there, it did its job.