My research spans a wide range of topics, including risk assessment, forest fire monitoring, liana infestation, tropical forest succession, and ecological modelling. I have contributed to various projects utilizing satellite imagery, Light Detection And Ranging (LiDAR) data, and machine learning to analyze environmental dynamics. My background reflects a deep engagement with diverse ecosystems, from tropical dry forests to urban landscapes. Skilled in Python and R, I enjoy creating tools and workflows to solve ecological challenges and am continually inspired by the possibilities within my field.