05 — Portfolio

Things I’ve built along the way

Patterns of shoreline movement
Climate change
Spatial analysis

Explore how Pacific coastlines have changed over the past 20 years and the populations exposed to shoreline retreat.

type Visualisation
subtype Interactive

GlyphForge. Set a mark. Prove it at 16px.
Design

Glyph Forge builds personalised mark from any icon or a few letters — set inside a polygon you control (used in the website). Export it as an SVG that scales to any size…

type Miscellaneous
subtype Artefact

Climate Decent Work Risk Assessment Brazilian Agriculture
Climate change
Spatial analysis

A web map of climate-labour risk in Brazilian agriculture. Each hexagon combines a climate hazard score with a decent work score; filter by state, municipality or crop, and…

type Visualisation
subtype Interactive

Climate and decent work risk — Brazilian municipalities
Dataset
Climate Hazard
Decent Work
Brazil
CLIDEWO

Integrated risk scores across Brazil’s 5,570 municipalities combining 23 climate hazard indicators and 35 decent work indicators at 0.05-degree spatial resolution. Follows…

type Data
subtype Dataset

Climate–Decent Work Risk Assessment
Climate Change
Decent Work
CLIDEWO
Tableau

Interactive Tableau dashboard combining IPCC-framework climate hazards with ten decent work indicators across Brazilian agricultural municipalities.

type Visualisation
subtype Interactive

Climate-health hot spots in Brazilian agriculture
Dataset
Climate Hazard
Occupational Health
Brazil
CLIDEWO

Occupational health surveillance data (2003–2024) for agricultural workers in Brazil, covering work-related accidents, climate-linked hospital admissions, dengue…

type Data
subtype Dataset

Workers’ Health under Climate Change: Agrochemicals
Climate Change
Workers Health
CLIDEWO

Infographic on agrochemical exposure risk across Brazilian agriculture — scored by pesticide application intensity and toxicity, disaggregated by municipality, population…

type Visualisation
subtype Infographic

Cleaning ThinkHazard! data for Brazil
Code
R
Climate Hazard
Brazil

R script that downloads and tidies the World Bank ThinkHazard! dataset, filtering eight natural hazard types down to Brazil-specific records for analysis.

type Code
subtype Script

Constellation of Inspections
Decent Work
Labour Inspection
Tableau

Each star is a labour inspection in Brazil — sized by workers rescued. A data visualisation of enforcement capacity and the scale of the task ahead.

type Visualisation
subtype Interactive

Clidewo — climate, work and health in Brazil
Climate Change
Decent Work
Brazil

Public website for a British Academy-funded project on climate change, occupational health, and decent work in Brazilian agriculture. Contains datasets, visualisations, R…

type Miscellaneous
subtype Website

Worker risk training module — India
Modern Slavery
India
Decent Work
Climate Change

Training resource on environmental and labour risks for workers in India’s brick kiln and garment sectors. Available in English, Hindi, Punjabi, and Bengali.

type Miscellaneous
subtype Artefact

Forced labour risk in the US food supply — replication data
Dataset
Modern Slavery
Food Systems
USA
LASTING

Supply shares, risk scores, and data quality assessment underlying Blackstone et al. (2023, Nature Food). Covers US land-based food commodities by ingredient origin country…

type Data
subtype Dataset

Forced labour risk in the US food supply
Tableau
Modern Slavery
Food Systems
USA

Interactive Tableau visualisations expanding on Blackstone et al. (2023, Nature Food). Explore forced labour risk by commodity, country of origin, and supply chain stage.

type Visualisation
subtype Interactive

Social-ecological metabolism and just transition — country profiles
Tableau
Modern Slavery
Just Transition
Solar Energy

Country-level profiles comparing social-ecological sustainability indicators across key producer nations, built to support the Solar Energy, Modern Slavery, and the Just…

type Visualisation
subtype Interactive

COVID-19 mortality effect — Mexico
Tableau
COVID-19
Mortality
Mexico
Public Health

COVID-19 deaths and excess mortality across Mexican states, 2020. Draws on the national epidemiological death registry (SEED) to compare 2020 mortality rates against…

type Visualisation
subtype Interactive

Mobility analysis — Mexico (COVID-19 period)
Tableau
Mobility
Mexico
COVID-19

Mobility patterns across Mexican states during the COVID-19 pandemic, showing changes in movement relative to pre-pandemic baselines. Draws on aggregated mobility data to…

type Visualisation
subtype Interactive

Land use and vegetation change — Yucatán Peninsula
Tableau
Land Use
Mexico
Water

Six decades of land use and vegetation change in the Yucatán Peninsula using INEGI’s official mapping series (Series I to VI). Shows the pace and geography of deforestation…

type Visualisation
subtype Interactive

Water use vs groundwater recharge — Yucatán Peninsula
Tableau
Water
Hydrology
Mexico

Water balance dashboard comparing total water demand against natural groundwater recharge across the Yucatán Peninsula, including projections to 2030 under different climate…

type Visualisation
subtype Interactive

Granted water volume — Mexico (REPDA 2017)
Tableau
Water
Mexico

National distribution of water concessions from Mexico’s Public Registry of Water Rights (REPDA), 2017. Shows allocated volumes by state, usage type, and source (surface…

type Visualisation
subtype Interactive

Actual evapotranspiration — Yucatán Peninsula
Tableau
Hydrology
Water
Mexico

Estimated actual evapotranspiration (ETa) across the Yucatán Peninsula derived from the monthly water balance model. Shows how much water the land surface returns to the…

type Visualisation
subtype Interactive

What-a-Crop — edible crop explorer
Tableau
Food Systems

Interactive explorer for edible crop data, built for the EDIBLE project. Browse crops by type, region, nutritional characteristics, and production scale to understand the…

type Visualisation
subtype Interactive
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