Projects
These are some of my favorite projects. If it is a code-based project, I link the GitHub repo within the post. If it is more ecology/fieldwork focused, I will often link to the formal report I created as well.
Surveying the Bird Community at a National Wildlife Refuge with Passive Acoustic Monitoring
Gathering Baseline Avian Community Data Ahead of Major Wetland Restoration at John Heinz National Wildlife Refuge. Continue reading Surveying the Bird Community at a National Wildlife Refuge with Passive Acoustic Monitoring
Developing an LLM-Powered Plant Classifier Using LangChain
Tool to classify plants as native or alien in certain countries based solely on extracted context from Wikipedia Continue reading Developing an LLM-Powered Plant Classifier Using LangChain
Data Analysis Pipeline for a Global Tree Restoration Portfolio
A multi-stage pipeline in R that preprocesses, wrangles, and analyzes all incoming monitoring data. Continue reading Data Analysis Pipeline for a Global Tree Restoration Portfolio
Detecting Invasive Flora: Leveraging Web Scraping and API Integration with Biodiversity Databases
Tool for rapidly scanning a list of species for potential invasives Continue reading Detecting Invasive Flora: Leveraging Web Scraping and API Integration with Biodiversity Databases
RailNET - A Convolutional Neural Network for Acoustic Monitoring of Elusive Species
Exploring deep learning solutions for cryptic species monitoring Continue reading RailNET - A Convolutional Neural Network for Acoustic Monitoring of Elusive Species
