Derek Yuan

Derek Yuan Email and Phone Number

Research Assistant @ Carnegie Mellon University
New York, NY, US
Derek Yuan's Location
New York City Metropolitan Area, United States
Derek Yuan's Contact Details

Derek Yuan personal email

n/a
About Derek Yuan

I'm a junior majoring in computer science at CMU. I've been interning in the technology industry for the past five summers, working on projects involving machine learning and computer vision. I'm proficient in Python, C, and Java. On campus, I'm an active member of CMU's Quant Club and Data Science Club. Outside of academics, I'm also currently the hiking chair of CMU's Explorers Club, where I lead hiking trips across Pennsylvania and West Virginia.

Derek Yuan's Current Company Details
Carnegie Mellon University

Carnegie Mellon University

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Research Assistant
New York, NY, US
Derek Yuan Work Experience Details
  • Carnegie Mellon University
    Research Assistant
    Carnegie Mellon University
    New York, Ny, Us
  • Carnegie Mellon University School Of Computer Science
    Teaching Assistant
    Carnegie Mellon University School Of Computer Science Aug 2024 - Present
    Pittsburgh, Pennsylvania, United States
    Teaching assistant for 10-315 Introduction to Machine Learning
  • Stripe
    Software Engineering Intern
    Stripe May 2024 - Aug 2024
    Seattle, Washington, United States
    Radar Foundations and Payments Insights teams - Reduced end-to-end transaction latency by 5ms by migrating merchant API key leak detection rules from Java to YAML using feature flags, increasing observability/flexibility of Radar, Stripe’s fraud detection engine - Scoped out and implemented a backtesting tool using Python and Streamlit for Slice Monitoring, Stripe's mechanism for detecting performance degradations across different slices of transaction traffic. Cut down testing time from 2+ hours to 1-2 minutes, leading to widespread adoption of the tool across multiple teams - Designed and compiled a dataset of 20+ authorization rate drop incidents, enabling precision/recall analysis of Slice Monitoring anomaly detection models
  • Maxar Technologies
    Data Science Intern
    Maxar Technologies May 2023 - Aug 2023
    Herndon, Va, United States
    Developed conditional diffusion models in PyTorch to generate realistic satellite imagery, researched utility as synthetic training data for object classification models
  • Mitre
    Software Engineering Intern
    Mitre Aug 2022 - May 2023
    Bedford, Massachusetts, United States
    Built machine learning models using Scikit-Learn for detecting anomalous computer network behavior to maintain communication resiliency
  • Mitre
    Software Development Intern
    Mitre Jun 2020 - Aug 2022
    Bedford, Massachusetts, United States
    June to August 2022: - Developing online machine learning regression models to improve the robustness of resilient communication networksJune to August 2021: - Optimized and visualized performance of LSTM neural networks to predict computer network behavior in Python and TensorflowJune to August 2020: - Implemented algorithms in Python to extract fundamental frequency of speech to preserve audibility of human speech

Derek Yuan Education Details

Frequently Asked Questions about Derek Yuan

What company does Derek Yuan work for?

Derek Yuan works for Carnegie Mellon University

What is Derek Yuan's role at the current company?

Derek Yuan's current role is Research Assistant.

What is Derek Yuan's email address?

Derek Yuan's email address is de****@****uke.edu

What schools did Derek Yuan attend?

Derek Yuan attended Carnegie Mellon University, Duke University, The Loomis Chaffee School.

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