Selected work

Case studies

A snapshot of recent projects. Different domains, same discipline: understand the system first, then model it honestly.

Flagship work

Energy transition · Interactive dashboard

Scan the world, shortlist, drill into a country — an interactive screen for where underground pumped storage should be built.

Organisational design · Research platform

An agent-based model of team formation, plus six optimisers — including hierarchical RL — benchmarked head to head.

LLM pipelines · Language analysis

GPT-4o language analysis over ~200 storybooks — task decomposition, in-context learning and unit-tested prompts.

Data journalism · Social justice

Three timelines of Israel/Palestine on one clock — every figure traceable to a named public dataset.

Theoretical ecology · Spatial simulation

A spatial food-web simulation showing that how habitat is lost — in a block or scattered — matters as much as how much.

Also delivered

Smaller, sharply-scoped engagements — kept short here on purpose.

Ecology · Enforcement

A commissioned agent-based model of fleet behaviour for ocean-enforcement analysis.

Sanitation · Hardware

A small, well-scoped software library controlling waterless sanitation hardware.

Some client details are anonymised or generalised; full write-ups available on request.