Land Cover Classification and Spatiotemporal Analysis from Satellite Imagery
Workflow and tools utilizing machine learning to classify and describe spatial and temporal characteristics of land cover from high-resolution satellite imagery.
Data Scientist Specializing in Geospatial Analysis,
Modeling, ML/AI, and Remote Sensing
Workflow and tools utilizing machine learning to classify and describe spatial and temporal characteristics of land cover from high-resolution satellite imagery.
Workflow and tools to facilitate batch runs and I/O data processing for DayCent, a process-based carbon and nitrogen biogeochemistry computer simulation model.
Custom automation tools for managing, describing, and analyzing high-resolution, real-time gas analyzer data.
Machine learning-based tool for optimizing student group formation to facilitate peer learning.
Custom automation tools to manage grades and provide exam feedback for a 500+ student lecture-hall course.
Developed a website to filter and select names randomly according to multiple filtering parameters using R Shiny Server.