Infrastructure Equality
AI-powered urban resilience: intuitive design for stormwater challenges
Tech Stack
- Python
- NSGA-II Optimization
- ArcGIS Spatial Analysis
My Contribution
- Interface design
- Policy decision simulations
- Stakeholder usability validation
- Risk-benefit visualization
Overview
Traditional flood management focused only on costs, but what about fairness? I built an AI tool that helps cities balance flood risks, infrastructure budgets, and social equity - three goals that often conflict.
To simplify complex tradeoffs, I designed an interactive dashboard where policymakers visually compare scenarios through a sliding interface. For example, adjusting a "Low-Income Priority" slider instantly recalculates flood protection coverage and costs across neighborhoods. The system revealed hybrid strategies deliver more equitable results than conventional methods — all through a single streamlined workflow that turns months of debates into data-driven decisions.