I am a Prize Fellow at Harvard University. I obtained my PhD from MIT Media Lab. I develop machine learning tools that generate rich observational and outcome measurements from new sources of digital data to address previously unanswerable social science questions. In my doctoral work, I studied how socioeconomic behavior shapes—and is shaped by—the built environment with computer vision and deep learning algorithms that analyze geospatial imagery at street-level resolution and global scale. Recent examples of my work include and . My current and past industrial collaborations include and .