Bridging Computational Mathematics
and Climate Policy.
Co-authored a deep-learning framework mapping nomadic pastoralist populations in Kenya. Developed geospatial algorithms calculating time-based accessibility to healthcare using friction surfaces derived from DEM rasters.
Read Paper ↗Developed a hybrid model coupling reaction-diffusion-advection equations with neural networks to simulate vegetation-climate feedback. Captures nonlinear desertification thresholds and spatial tipping points.
View Abstract ↗Developing a web-based platform for policymakers that translates satellite-derived desertification data into real-time interactive visualizations for targeted policy interventions.
LANGUAGES & LIBRARIES
SOFTWARE & PLATFORMS