Geospatial Intelligence
Flood exposure and hazard vulnerability at parcel, tract, and county scale.
3 projects
Urbanist & geospatial analyst · New Brunswick, New Jersey
I turn climate and urban data into decisions.
From flood-finance atlases and heat dashboards to AI agents that make maps, my work connects spatial analysis, reproducible data pipelines, and urban design into evidence people can act on.
Three bodies of work
Data Engineering & Applied AI
Validated AI systems, reproducible pipelines, and dashboards with no backend.
3 projects
Urban Design & Climate Resilience
Planning and design work where climate adaptation is the brief.
6 projects
Start here
Two systems that are built, tested, and running. Everything is traceable to the repository that produced it.
AutoCarto-Agent
A cartography agent where the LLM proposes and 6 deterministic statistical gates dispose.
India Urban Heat Dashboard
Dangerous heat across 50 Indian cities on one screen, from 2 batched API calls.
Everything else
Four systems that are fully specified — architecture, data contracts, and publication gates written down — but not yet built. They are marked as such, on the card and on the page.
NJ Parcel Flood Risk Dashboard
Flood exposure for 3.4M New Jersey parcels, scored 0–100 and served with no backend.
NJ Hazard Vulnerability Dashboard
One parcel core, 3 hazard scenarios, and a vulnerability score you can take apart.
FloodScope
Turning a river forecast into 5 families of operational metrics, at 3 scales, every 6 hours.
Jurisdiction Intelligence OS
Permit-cycle benchmarks for 6+ jurisdictions, with an LLM extractor gated on a scored eval.
Adyar Basin Vision Framework
A 10-goal strategy tying Chennai's urban growth to the ecology of a river basin.
Flood Vulnerability Mapping, Woodbridge Township
Identifying 163 parcels still threatened by flooding after a 1,300-household buyout.
Impact of Proximity to Pedestrian-Heavy Areas on Crash Rates
Overlaying 1,000-ft pedestrian buffers on 13 years of NYC crash data to flag 11 intersections.
Integrated Sponge City Approach for Kosasthalaiyar Basin
Systematizing blue-green infrastructure across 170 acres into 3 street tiers and 3 open-space types.
A Living-Learning Laboratory for Smart Urbanization
600 kW of campus solar and 68% open space for a research campus that is itself the curriculum.
Restore + Connect + Engage
A 3-step framework linking 4 Chennai lakes as resilient community infrastructure.
