Environmental data scientist · NCEAS, UC Santa Barbara

Hi, I'm Carlo

I make maps and data tools to explore how humanity and the natural environment interact. Right now that means wildfire: at the National Center for Ecological Analysis and Synthesis (NCEAS) I help build the Wildfire Resilience Index, a free tool that measures how well every community and landscape in the U.S. and Canadian West can resist wildfire and recover after it. I build the data pipelines and interactive maps that communicate wildfire science and help communities exposed to wildfire.

I was a Fulbright Scholar awarded an Open Study/Research Award in Asunción, Paraguay, from 2025 to 2026, and I still work with partners there on wildfire science. Before that I was an Ocean Health Index fellow, and I spent a few years in supply-chain sustainability and then plastics and plastics recycling.

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Selected work

Stuff I've made

Wildfire maps, a fire simulator, and open tools for people who write code with AI agents.

NCEAS · 2023–present

Wildfire Resilience Index

A free, open-access tool that scores wildfire resilience from 0 to 100 for any community or landscape in the U.S. and Canadian West, across eight domains from infrastructure and communities to water and air. I build the data pipelines and interactive maps behind it.

Interactive map · 2026

Wildfire Evacuation Risk Across U.S. Communities

How many roads lead out of 30,728 small U.S. communities, set against how likely the land around them is to burn. Built from OpenStreetMap road networks and national burn-probability data.

Paper: Fong, Broderick, Moritz & Halpern, Egress thresholds and wildfire fatalities, PNAS (2026).

Interactive map · 2026

Wildfire risk to U.S. cultural resources

Burn hazard for 56,106 places on the National Register of Historic Places. I helped make the map. I did not write the paper.

Paper: Farnisa, Halpern & Fong, Scientific Reports (2026).

Paraguay · 2025–present

Parafire

A fire-risk, simulation and rapid-response platform for INFONA, Paraguay's national forestry institute, built with Forest4Life Paraguay. It includes a review of the country's weather-station data and a fire-spread simulator tested against historical fires.

NCEAS-AI · open source

Coding-agent toolkits for data science

Ready-made skills and a ruleset that help AI coding agents write reproducible, analysis-first environmental data science in R and Python, including house-style interactive maps and chart pages.

NCEAS · 2023

Ocean Health Index

As an OHI fellow I helped run the annual global assessment: preparing ecological datasets, calculating scores, and turning the results into web content, reports and charts.

Experience

The scenic route

Supply chains, sustainability programs, then a turn toward data science.

2015 at the bottom, today at the top. Each bar is as long as that role lasted. HoverTap a role for details.

Education

Side project

OpenClaw Hobbyist

I run my own AI agents with OpenClaw on two Mac minis at home, alongside Claude Code and Cursor. Here is how many tokens they use, and what that would cost at the model makers' public API prices.

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Carlo, new father