Problems I am interested in solving.

Designing ways for non-specialists to discover, interpret and use satellite-derived information without first learning the infrastructure behind it.

Typical contribution: User framing, product concept, requirements translation and hands-on prototyping

Helping mature geospatial capabilities become reliable services through clearer ownership, delivery governance, monitoring, support processes and practical roadmaps.

Typical contribution: Programme ownership, stakeholder coordination, risk management and operationalisation

Exploring how natural-language interaction and agent-assisted development can reduce friction for both users and technical teams while retaining provenance and interpretability.

Typical contribution: Concept development, architecture exploration and AI-assisted implementation

Applying Earth-observation and GIS methods to understand land-use, land-cover and environmental change across complex landscapes.

Typical contribution: Research design, spatial analysis, interpretation and communication