The throughline
“Across operating systems, spatial systems, and AI product leadership, the constant has been hands-on CPTO-level execution. I don't manage from a spreadsheet; I dive into the technical architecture, design APIs, and run model evaluations to bridge engineering depth with clear, strategic product leverage.”