artificial intelligence AI, Remote Sensing & Old-Growth Forests My PhD research analyses machine learning and remote sensing techniques to advance the detection of biodiverse old-growth forests. AI for Wildlife Monitoring I built and deployed a real-time wildlife alert system, which uses a vision transformer AI classifier to detect animals in photos received from 4G camera traps and sends instant alerts. Forecasting Slow Earthquakes Research into the potential of deep learning to forecast simulated, laboratory and natural slow slip events. international development Productivity for Prosperity in Tanzania I designed and mobilised a £35m programme to support sustainable economic transformation in Tanzania, with a particular focus on carbon markets, investment facilitation and high-value agriculture. Invest Salone I designed and mobilised a £30m programme to increase exports and investments in Sierra Leone's non-extractive sectors including agribusiness, tourism, fisheries and light manufacturing. Rural Electrification in Sierra Leone I led an ambitious programme to install 100 solar mini-grids in towns and villages across Sierra Leone, and negotiate a Public-Private Partnership to ensure their long-term operation. Building Roads in Eastern DRC I turned around a struggling road rehabilitation programme in the conflict-affected regions of Eastern DRC, successfully constructing dozens of durable structures while providing employment for 2,000 people. Market Systems Development in DRC I managed a £50m market systems development programme, which has helped increase the incomes of 400,000 people working in DRC's agriculture, renewable energy, business services, and river transport sectors.