Projects
Here is a selection of projects I’ve worked on. You can find more of my work on my GitHub.
Virtual Reality Application for Sound Localization
UW Reality Lab
March 2023 – Present
- Building a VR application in Unity to assess sound localization ability in patients with single-sided hearing loss.
- Provides users with audio stimuli within a virtual space; quantifies localization performance (timing, RMS error, head movements).
- Developed a wrapper class in C# to make backend web requests, integrating OpenAI Whisper and GPT-4 APIs to analyze voice-based comprehension.
- The goal is to create an accessible and gamified tool for auditory testing.
Text Classification Browser Extension
April 2021 – June 2021
- Built a Chrome extension that uses TF-IDF text classification to categorize and visualize users' past browsing history.
- Provided insights to help users reflect on their web habits and achieve more balanced browsing.
- Gained hands-on experience with machine learning techniques including regression and K-means clustering.
Website for the Latin Language
September 2020 – September 2021
- Developed an educational website to help students practice Latin syntax, morphology, and semantics.
- Used BeautifulSoup to scrape Latin word data from Wiktionary and stored structured data in a MongoDB backend.
- Built the front end using Flask, Jinja Templates, and Bootstrap.
- The website was adopted into my Latin class curriculum and used by approximately 1000 students.
Power Grid Resilience Modeling
Washington State University — Data Science Internship
June 2021 – October 2021
- Modeled the effects of extreme hurricane winds on the Texas electrical power grid.
- Used kernel density estimation to simulate various hurricane scenarios and identify grid vulnerabilities.
- Work was presented at the IEEE PES General Meeting and nominated for Best Paper.
For more details on any of these projects, feel free to contact me!