I work as an international remote sensing consultant for the National Forest Monitoring team at FAO. My expertise in remote sensing is in the field of forest monitoring, land cover change and deforestation risk modelling. My PhD has evaluated the additionality of Payment for Ecosystem Services for forest conservation vs. a deforestation risk model using machine learning.