Sagar R.

🌍 GIS Analyst & GeoAI Specialist Transforming complex geospatial data into intelligent, real-world solutions using AI and remote sensing I once helped a community with rapid damage assessment during an earthquake, which enabled stakeholders to make instant decisions. That moment solidified my belief that GIS, combined with AI, can protect lives and drive smart decisions. As a GIS & GeoAI Research Associate with 2+ years of hands-on experience, I specialize in solving environmental, agricultural, and infrastructure challenges through intelligent mapping and data-driven models. From crafting high-precision land cover maps to building wildfire prediction models and UAV-based crop yield estimators, I fuse classic GIS with modern AI for results that matter. ✅ Core Strengths Spatial analysis, remote sensing, and image classification (UAV, satellite) Land use/land cover mapping, semantic segmentation GeoAI: Machine learning & deep learning for geospatial tasks Disaster modeling (flood, wildfire, earthquake damage) Geospatial data visualization & decision support systems Python scripting & automation (ArcPy, GEE APIs) 🛠️ Tools & Platforms GIS & RS: ArcGIS Pro, QGIS, Google Earth Engine, ENVI AI/ML: Python (scikit-learn, TensorFlow, Keras), PyTorch Visualization: Power BI, Tableau, Folium, Leaflet Web & App: ArcGIS Online, Flutter (for geospatial apps) Modeling: LSTM for weather/forecast modeling 🌱 Why Collaborate with Me? Innovation Meets Impact: I bring AI-powered insight to traditional GIS workflows, making solutions smarter and more scalable. Field-Tested Expertise: From rice yield prediction to plant disease diagnosis and disaster response — my models are built for real-world deployment. Geospatial Visionary: Passionate about crafting geographically explicit AI architectures that truly “understand” space and place. Dependable & Collaborative: Communication-focused and outcome-driven — I thrive in partnerships aiming for impact. Let’s build solutions that not only map the world but make it better. Whether you're a researcher, NGO, or organization tackling environmental or agricultural challenges, let’s collaborate! 🌾📍🌪️