Portfolio
Below are a few examples of my projects that use both R and Python. I tried to keep portfolio items relatively brief and selected items I thought showed a breadth of skill across data wrangling, theoretically grounded analysis, and visualization.
This Shiny dashboard uses GPT-3 word embeddings to analyze and visualize data from a graduate course at Indiana University. The purpose of the dashboard is to help teachers visualize how the resources from their course (e.g. readings, lectures) relate to students’ learning. The full code uses to create this dashboard can be found in my public github repo.
![](/images/Visualization Screenshot.png)
This code excerpt goes over the structure of the LSTM network I built for a paper currently in press with the International Journal of Artificial Intelligence in Education.
![](/images/LR_modulate.png)
I’m an R fanatic, but I’ve come to realize there are some pretty cool things you can do with Python. This is a collection of 3 short python projects:
1. A utility for capturing data from your internet browsing.
2. An API script for interfacing with GPT-3
3. A reddit webscrapper
![](/images/Python_Logo.jpg)
R code for making sense of how students communicate in a educational video game. Shows off a very cool analysis + visualization of complex data. Also shows a bit of creative coding to efficiently loop through multiple related files.
![](/images/Second Order.png)
This was a consultation I did with a healthcare actuarial firm that was looking for a little more rigorous mathematics to back up their pricing of insurance.
![](/images/healthcare.png)