Modern data systems must turn overwhelming information into actionable insight. My mission is to uncover structure, quantify uncertainty, and ensure decisions are driven by clarity, not chaos.

In practice, I start by making uncertainty explicit. All data is imperfect, so I structure and manage that error to keep your analytics aligned with how the world actually works—instead of chasing the impossible: a world without error.