Technical Expertise
Machine Learning, Remote Sensing & AI for real-world impact
Core Stack: Python, R, GEE, XGBoost, LightGBM, PyTorch, AWS
🌍 Agroforestry Smart Decision Support System
A production-ready AI system that recommends optimal tree species using remote sensing, climate, and geospatial data.
Published Research
Biomass Estimation
Comparing allometric and machine learning models for aboveground biomass estimation in Kenyan agroforestry systems.
Tree Species Classification
Geospatial Machine Learning
End-to-end geospatial ML pipeline using Sentinel-1 and Sentinel-2 data for forest species classification.