As a Chicago-born NBA data analyst with a Northwestern MBA, I’ve spent years turning raw stats into actionable insights — including the hidden links between esports metrics and real-world team performance. This isn’t just about numbers; it’s about how the same analytical rigor that predicts playoff outcomes can reveal why League of Legends’ strategic patterns are more predictive than traditional scouting. Here’s what the data refuses to hide.

As a Chicago-based NBA and esports analyst, I was unexpectedly unfazed when I saw my name on the bench. With Portugal’s campaign in full swing and my own form dipping, I saw the move as strategic—resting for key moments, not surrendering. But then came the online firestorm. Why do fans react so violently to rotation decisions? Let’s break it down with cold logic, hard data, and a dash of dry humor. This isn’t about ego—it’s about execution.