Peter Yang

Math/CS/Stats/DataSci @ University of Michigan


About Me

I am currently a senior at the University of Michigan, majoring in Honors Mathematics, Statistics, Computer Science, Data Science. I spent the last two summers working at MathWorks as a SWE Intern, the first time on the Data Science Types Team, and the second on the App Designer and Infrastructure Services Team.

Previously, I spent my first year of my undergraduate degree at the University of Wisconsin-Madison, after which I transferred. I am a Boston native, originally from a town called Wellesley (Maybe you have heard of Wellesley College?)

Education

  • ...
    University of Michigan

    Aug 2022 - May 2025 (Expected)

    BS in Mathematics, Statistics, Computer Science, Data Science

    GPA: 3.83

    Go Blue!

  • ...
    University of Wisconsin-Madison

    Sept 2021 - May 2022

    BS in Mathematics & Computer Science

    GPA: 3.89

    Shoutout to the UW-Madison Math Club!

Experience

  • ...
    Software Engineer Intern @ Mathworks

    May 2024 - Aug 2024

    App Designer and Infastructure Services Team

  • ...
    Software Engineer Intern @ Mathworks

    May 2023 - Aug 2023

    Data Science Types Team

  • ...
    Researcher @ MiSiL

    April 2024 - Now

    Mobile Health Research using Apple SensorKit Data

Interests

Skills

  • Languages: C, C++, Java, JavaScript, Python, SQL (PostGres, SQLite), R, MATLAB, HTML/CSS, LaTeX
  • Frameworks/Libraries: React.js, Node.js, Express.js, Spring Boot, Flask, Jinja2, Bootstrap, NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, PyTorch, SciPy, Requests, BeautifulSoup, Selenium
  • Developer Tools: Git/Github, Unix/Linux, Visual Studio, VS Code, IntelliJ, Perforce, Eclipse, Jira, Confluence

Hobbies

  • Avid fan and player of the trading card game Magic: The Gathering. I mostly play Commander and Sealed formats nowadays, but I really want to get back into Standard some day!
  • Learning new languages. Fluent in English and Mandarin. I have been trying (unsuccessfully) to learn Japanese
  • History and History-adjacent things. I like 19th century and onward history, I find stuff like the proxy conflicts in the Cold War really fascinating. I have 2000+ hours on Hearts of Iron IV, a grand-strategy map game, big fan of Vexillology and the Polandball aesthethic
  • Music. Mostly a lot of Japanese music. Artists I like include Yorushika, Potsu, Shibayan Records, DBBY, Gen Hoshino, Nekomata Okayu, Akari Nanawo, as well as various volcaloid producers

Projects

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AI Video Subtitle Translation

Created a program in Python leveraging the OpenAI Whisper API to translate and generate multi-language subtitles for videos. Built backend using FastAPI for deployment, optimizing for low-latency API responses. Utilized MoviePy and FFmpeg libraries to handle audio extraction and embedding translated subtitles

...
StockXGuess

Developed a web-based game using the React.js framework, where the player guesses the price of ten random sneakers from popular brands on StockX and receives a score. Created a RESTful API in Spring Boot to read/update sneaker and user data from a postgreSQL database. Deployed locally using proxy tunneling.

...
MorphNet

Developed a 1D-CNN in Pytorch to detect sleep apnea in patients wearing Apple Watches using SpO2 time-series data. Achieved an accuracy of 97.47% on the test set, a precision of 98.92%, and recall of 97.84%. Pruned the model to ensure low latency and efficient deployment on IoT devices. Full Paper

Contacts

yangpe@umich.edu

 

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