I am driven to understand what works to protect forests and address the climate crisis, which has helped me pick up a number of skills including experimental design, computer programming and statistics. I have published scientific articles using a variety of approaches, including cutting-edge remote sensing techniques and machine learning. Most recently I have embarked on a new tools to support private sector actors to accelerate forest restoration and capture carbon.