Implemented K-Means Clustering to categorize songs by similar audio features from Spotify API data.

Loaded and queried Twitter API data consisting of Elon Musk’s most recent Tweets from 2015 to 2022.

Applied statistical methods to Spotify API data to explore factors influencing popularity of a song.

Created visualizations to explore and translate the World Development Indicators data set for global CO2 emissions.

Completed project on sound and music through basic physics, mathematics, algorithms, fundamental music theory, and MIDI.

Studied neurons composed of excitatory and inhibitory subgroups, which each exhibited various oscillation patterns when fired.

Applied regression analysis with PCA on multivariate stock data to forecast market trends.

Built and published interactive tutorials on using tidyverse for data analysis and generated randomized trials using shiny and learnr software.