Selected works

Projects & Case Studies

Case studies highlighting climate risk modeling, geospatial analytics, and remote sensing workflows, with a focus on methodology, outputs, and decision-ready insights.


Mangrove Restoration Suitability & Eligibility Screening cover

Can mangrove restoration be screened systematically across a country's coastline?

Live VM0033 eligibility screening across all 28 coastal provinces of Vietnam, computed on real public Earth Engine data, plus the confidential-client methodology it's built on.

Suitability mapping VM0033 Google Earth Engine
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Mangrove Storm Shield Dashboard — storms ranked by mangrove exposure and provinces ranked by storm frequency

Which mangroves stand between a coastline and its next storm?

A self-directed BigQuery/dbt pipeline on historical IBTrACS storm-track data, turning raw cyclone tracks into a real cloud pipeline ranking storm exposure against mangrove cover.

BigQuery dbt GCP
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ARR Restoration Suitability Mapping cover

Which coastal sites are actually ready for ARR restoration?

Sample methodology for screening ARR-eligible sites for coffee, cacao, or bamboo planting, with the interactive Suitability Explorer embedded right on the page to test your own parameters.

ARR methodology Suitability mapping QGIS Interactive tool
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Hazard Exposure Dashboard cover

How do you track hazard exposure across hundreds of scattered assets without redoing the analysis every time?

Built a personal Streamlit dashboard to standardize and automate hazard exposure assessments, turning a repeatable manual analysis into a self-serve tool.

Dashboard GIS Exposure analysis
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Hazard exposure methodology cover

How do you compare climate hazard exposure consistently across sectors and future scenarios?

A standardized framework integrating local and global datasets, turning inconsistent one-off assessments into a scalable, current-and-future-scenario analysis.

Climate risk Methodology Spatial analysis
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River turbidity map cover

What happens to river turbidity after heavy rain?

A Google Earth Engine analysis linking rainfall patterns with satellite-derived turbidity, turning raw imagery into a repeatable way to flag siltation zones.

Remote sensing GEE Satellite data
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2D flood modeling output cover

Where will floodwater actually go, and how deep will it get?

A 2D hydrodynamic modeling workflow simulating flood behavior under different scenarios, turning terrain and rainfall inputs into depth and extent maps hazard planners can act on.

Flood modeling FLO-2D GIS
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Ocean eddy detection cover

Can ocean eddies be automatically tracked across years of satellite data?

A Python-based workflow to detect and track mesoscale eddies across multi-year NetCDF data, turning large scientific datasets into spatial and temporal features analyzable at scale.

Python NetCDF Feature tracking
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