Service Overview
Machine Learning & GeoAI services combine artificial intelligence with geospatial data to enable predictive and automated analysis. I develop spatial ML models for classification, prediction, and pattern recognition using remote sensing, socio-economic, and environmental datasets.
These solutions enhance traditional GIS workflows by automating complex tasks and revealing hidden patterns through intelligent, data-driven insights.
Key Capabilities
- Automated Land Use Classification (Deep Learning)
- Predictive Modeling (Urban Growth, Crop Yield)
- Object Detection (Buildings, Roads, Trees)
- Spatial Clustering & Pattern Recognition
- Time-Series Analysis & Forecasting
- Feature Extraction from Satellite Imagery