Data Science
Improving GHG Data Analysis Workflow for an Outdoor Apparel Company
This blog post provides an overview of my master’s capstone project, including screenshots from deliverables that are shareable under my group’s non-disclosure agreement.
Classification Models using data from Spotify Web API
In this blog post, I build and compare four classification models that predict whether a given song was in my Spotify collection or that of my friend Maxwell. I also analyze feature importances in the best performing model.
Time Series Analysis of Nutrient Concentration in Chesapeake Bay
This analysis seeks to better understand the seasonality and trends of nitrogen and phosphorus concentration in Chesapeake Bay tidal regions since the 2010 introduction of federal water quality requirements under the Clean Water Act.
Spatial Analysis of Biodiversity Changes in Phoenix, AZ
In this analysis, I retrieve raster data of Biodiversity Intactness Index (BII) from the Microsoft Planetary Computer (MPC) catalog. This allows me to calculate areas of interest based on changes in biodiversity and show my results on a map.
Spatial Analysis of Allometric Equations used for estimating Carbon Sequestration from Agroforestry Systems
As an undergraduate capstone project, I worked with six other students and The Nature Conservancy to analyze the spatial distribution of scientific studies that used allometric equations for estimating carbon sequestration from agroforestry systems.