Service
Web GIS development and dashboards
A map in a PDF gets read once. A web map gets used. I build interactive maps and dashboards that your team, your funders or the public can open on any device.
What you get
- Interactive web maps with filters and pop-ups, like the Lagos Access Map on this site.
- Streamlit apps for models and analysis, like the GeoAID dashboard.
- Power BI dashboards that combine maps with the rest of your reporting.
- Fast, mobile-friendly pages, tested on slow connections.
- The source code and simple instructions for updating the data.
Who it's for
NGOs reporting to funders, government teams, companies with field operations, and researchers publishing results.
How it works
- UsersWho will use it and for what
- DataPrepared and checked
- BuildLeaflet, Folium, Streamlit or Power BI
- TestPhones and slow networks
- LaunchPublished and handed over
Questions clients ask
Where is it hosted?
Wherever suits you: a free host such as Streamlit Community Cloud or GitHub Pages for public tools, or your organisation's own server.
Can it update itself?
Yes, if the data source allows it. The GeoAID dashboard reads near-real-time rainfall when it runs.
Will it work on phones?
Yes. I build and test for small screens and slow mobile connections first.
Other services
Geospatial AI and machine learning
Deep-learning models that find and count objects in imagery, and predictive models tested on ground they have not seen.
How it worksDrone mapping and photogrammetry
Survey flights planned and flown in-house, then turned into orthomosaics, surface and terrain models, and counts.
How it worksSatellite remote sensing and earth observation
Land cover, vegetation, water and change over time, read from optical and radar satellite imagery, anywhere.
How it worksEUDR geolocation and deforestation checks
Plot points and polygons checked and screened for deforestation since 31 December 2020, ready for your EU due diligence.
How it worksLocation assessment and site selection
Where to build, open, expand or invest: candidate sites scored on access, population, competition, risk and cost.
How it worksGIS mapping and spatial analysis
Site selection, access and proximity analysis, map production and clean, well-structured spatial data.
How it worksFlood, climate and environmental risk
Where flooding is more likely, which people, roads and facilities sit in the way, and how land cover is changing.
How it worksSpatial databases and data engineering
PostGIS databases and repeatable Python and Earth Engine pipelines that keep spatial data current.
How it worksTraining and capacity building
Hands-on Python, GIS and remote sensing training for teams, from small workshops to seminars that have reached 1,500 people.
How it works