I bring scientific rigor to executive decision-making and executive authority to scientific research. At the micro level, I shape how AI tools get built through model evaluation, measurement design, and applied development research. At the meso level, I study what those tools change about cognition, trust, identity, and collaboration. At the macro level, I redesign organizations to become AI-enabled and determine their frontier. Everything I build is grounded in data, guided by values, and pointed toward human flourishing.