Valentine Mukanyandwi is a researcher specializing in Geographic Information Systems (GIS), remote sensing, and disaster risk assessment, with a particular focus on flood susceptibility modeling in Rwanda. Her research integrates satellite data, geospatial analysis, and machine learning techniques to support evidence-based disaster management and environmental planning. Mukanyandwi has been actively involved in developing flood susceptibility mapping tools using Sentinel-1 data and statistical modeling approaches, contributing to improved understanding of flood hazards in Rwanda and the broader East African region. Her work emphasizes the use of spatiotemporal analysis and multi-factor modeling to identify flood-prone areas and support risk mitigation strategies. she is also engaged in scientific writing and collaborative research aimed at strengthening the application of geospatial technologies for disaster preparedness and climate resilience. Her recent work includes the development of a Flood Susceptibility Risk Mapping Tool using Jupyter Notebook, designed to assist decision-makers and emergency management institutions in Rwanda.