I am an ecological software developer, spatial data scientist, and the owner of Lankston Consulting, LLC based in Seattle, WA. I design custom software, cloud pipelines, and machine learning models to solve complex natural resource management and ecological questions at scale.
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💻 Programming & Systems • C++ (High-Performance Scientific Modeling)• Python (Data Pipelines, Machine Learning, GIS)• SQL / Cloud Database Architectures
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🌍 Geospatial & Data Science • Remote Sensing & Near Real-Time Data Pipelines • GIS & Spatial Analysis (GDAL, Rasterio, Shapely) • Machine Learning & Predictive Ecological Modeling |
An advanced projection tool utilizing remote sensing and machine learning to map near real-time rangeland forage production and fuel conditions across the Western US. Helps managers and fire specialists predict grazing capacity and fire hazards.
A high-performance C++ simulator designed to model non-forested vegetation succession, biomass, fuel characteristics, and fire/grazing disturbances. It integrates directly with the U.S. Forest Service's Forest Vegetation Simulator (FVS) to provide comprehensive landscape-level projections.
When I’m not building cloud data pipelines or ecological simulators, you can find me playing traditional Irish music in the Seattle session scene. 🎻
Feel free to reach out for collaborations on geospatial software, ecological modeling, or cloud data architecture!