Analytics Engineering & BI Strategy

How direct ticket sales, the Live Nation monopoly, and Taylor Swift's Eras Tour are reshaping the live music industry — and what artists are doing to take back control.

How the creative economy is evolving in 2024 — YouTube's $70B GDP contribution, declining trust in institutions, the rise of individual creators, and what data tells us about arts education outcomes.

What a team of underprepared scientists with a proton pack taught me about showing up ready, building systems before you need them, and why preparedness is a professional strategy.

Regression predicts a number. Classification predicts a category. The difference sounds simple, but it shapes everything — which algorithms to use, how to evaluate results, and what your model actually outputs.