Tutorials

This space is for the kind of in-depth, data-backed guides I wish existed more often in research circles. No vague frameworks. No recycled workshop slides. Just clear, actionable breakdowns of complex systems—from monetization mechanics to behavioral modeling.

I’ll be posting one deep dive a month. Each piece is built around real analysis, simulated data, and methods I’ve used in actual product strategy and research.

First up: Optimizing Gacha Systems. A detailed walkthrough of what makes them work—or fail. A data-driven breakdown of player behavior, satisfaction dynamics, revenue distribution, and the psychological levers behind effective gacha design—complete with simulated datasets, visualizations, and design recommendations.