Urban Mobility Index
An ML model trained on 600+ neighborhoods predicts walkability from street connectivity and transit density — giving planners a score for any location, even without pre-calculated metrics.
Quality of Life of NYC Children
Most quality-of-life indices don't really account for kids. We built one that does — a 0–10 score for children across all 55 NYC PUMAs that combines infrastructure access, economic pressure, air and water quality, and demographics.