Programming Portfolio
Carthage College Senior Thesis - “Please Don’t Sing”
- For my senior thesis, I collected audio recordings from volunteers who sang “Happy Birthday”. I created an R Shiny App for participants to hear randomly selected recordings and rate them on a scale of 0 - 10. Each recording was heard by many people, scores were normalized by reviewer, and recordings were given a rating based on the average of their reviewers’ scoring. Then, I used this labeled data to build a model that could predict how enjoyable a given recording of “Happy Birthday” was, and presented the results on an interactive web app using Heroku.
- Review the data analysis repos here
- Review the web app repos here
Assessing Air Quality and Plastic Production during the beginning of the COVID-19 Pandemic
TAMU Hackathon - NLP analysis across gender using Enron Data
Data Visualization Using Tableau and ArcGIS
- For an undergraduate class, I had to display proficiency in various Tableau skills on a dataset of my choice. I used Air Quality data to explore air quality changes over time and across US regions.
- View Undergraduate Final Project in Tableau
Building R Shiny Dashboards
To see more of my projects, visit my GitHub Profile