The central question that I look at is whether technology that looks "green" on paper actually delivers environmental and public-health benefits in the real world. I combine large air-pollution data-sets, epidemiological statistics, and interpretable ML models to quantify outcomes such as childhood-asthma incidence when electric-vehicle sales rise, or energy "rebound" in smart buildings after efficiency upgrades.