Sofiia Drozd is a dedicated Master’s student at NTUU KPI, specializing in Mathematical Modeling and Data Analysis, and a researcher at the Space Research Institute NASU-SSAU. Her expertise spans machine learning, remote sensing, and satellite data processing, with significant contributions to global projects supported by organizations like the World Bank and Horizon Europe. Sofiia’s research focuses on developing algorithms for environmental monitoring, land use analysis, and renewable energy assessment. She actively contributes to Ukraine’s energy sector recovery and agricultural damage assessment efforts, aiming to restore stability and sustainability in both domains.