Skills & Tools
Two toolkits, one instinct.
The frontend foundation didn't get replaced — it's the reason the data work is any good. Here's the full matrix.
Frontend Foundation
Two-plus years of shipping interfaces people actually use — the muscle that transfers everywhere.
Data Analytics Stack
The new toolkit — just getting started, courses first, projects as I go.
The Bridge
Where frontend craft and analytical curiosity meet — early, but this is the actual differentiator.