Projects

datagoboop

datagoboop is an R package for data sonification, an aural alternative to data visualization. Built-in functions for common plots are included, as well as modular tools for mapping data to different sonic characteristics so you can build an audioplot from the ground up.
datagoboop

Data Science Initiative (DSI) workshop on EDA & ggplot2

Goal: Teach basic R, EDA principles, and ggplot2 in one day, in the middle of a pandemic! Sponsored by the UCI Data Science Initiativee.
Data Science Initiative (DSI) workshop on EDA & ggplot2

Emotion Classification using a Convolutional Neural Network

For a first ML project, two other PhD students and I worked on building a machine learning agent that could match pictures of faces to 8 different emotions (you can see our writeup here (pdf)).
PDF
Emotion Classification using a Convolutional Neural Network