Independent research and writing focused on human-centered AI and sociotechnical systems. Exploring how automated systems influence human agency, identity, and decision-making over time.

Current work includes developing frameworks for evaluating the long-term human impact of AI systems and exploring design approaches that support reflection, autonomy, and human flourishing.

Leading AI Core & Mobile experiences

USDS is a startup within the White House where tech meets purpose. We're a team of leading technologist partnering with dedicated public servants to reshaping government tech for better citizen experiences.

Led and built out the UX design org in MSI. Defined design framework across teams to reinforce design quality and practices.

Drive innovative data/ai solutions across product Ops resulting in successful launch across Apple LoBs. Leading design strategy at the highest level of organization.