Decades of engineering / architectural work. 20 years at Microsoft. 5 years SQL Server Analysis Services. 7 years at Xbox Advanced Technology Group. 10 years at 343 architecting realtime telemetry pipelines used by every game from Gears to Forza to Halo to Minecraft to Solitaire. And now I'm a Sr. Data & Applied Scientist finding patterns and having fun making pretty heatmaps with petabytes of player data.