Iris Zhou

Undergraduate Researcher at Washington NASA Space Grant Consortium
  • Claim this Profile
Contact Information
us****@****om
(386) 825-5501
Location
Seattle, Washington, United States, US

Topline Score

Topline score feature will be out soon.

Bio

Generated by
Topline AI

You need to have a working account to view this content.
Join now
You need to have a working account to view this content.
Join now

Credentials

  • Fundamentals of Reinforcement Learning
    Coursera
    Jun, 2023
    - Oct, 2024

Experience

  • Washington NASA Space Grant Consortium
    • United States
    • Higher Education
    • 1 - 100 Employee
    • Undergraduate Researcher
      • Jun 2023 - Present

      Conducting research on “Reinforcement learning-based computational modeling and experiments” at the Disaster Data Science Lab. Presenting research as part of undergraduate symposium. Conducting research on “Reinforcement learning-based computational modeling and experiments” at the Disaster Data Science Lab. Presenting research as part of undergraduate symposium.

  • Disaster Data Science Lab
    • Undergraduate Researcher
      • Sep 2022 - Present

      Project: Conceptualizing Interorganizational Processes for Supporting Interdependent Lifeline Infrastructure Recovery · Contributed to development of Object-Oriented programming based simulation for representing interdependent utility sectors · Analyzed and conducted statistical hypothesis testing on various components of post-disaster behavior · Exploring real-world dataset of actual post-disaster restoration processes (IN-CORE platform run by Colorado State University) · Adapting IN-CORE restoration algorithms and damage probabilities into training data for Reinforcement Learning model · Developing and publishing Reinforcement Learning approach to gain insights for post-disaster recovery processes Show less

  • Paul G. Allen School of Computer Science & Engineering
    • United States
    • Higher Education
    • 300 - 400 Employee
    • Teaching Assistant (CSE 373: Data Structures & Algorithms)
      • Sep 2021 - Present

      · Led infrastructure team of 5-6 TAs quarterly to design project specifications, fix bugs, and develop assignment grading criteria· Led written exercises team to design weekly written assignment questions on algorithm design, asymptotic analysis, and data structure concepts· Arranged in-class guest speaking events to expose students to applications of graphs algorithms through NLP research· Facilitated weekly quiz sections of 28 students and held office hours to guide students in understanding concepts and debugging Show less

    • Undergraduate Researcher
      • Aug 2022 - Aug 2023

      Paper title: Attitudes and Fulfillment of Course Goals Among Non-Majors · Studied how students taking a justice-centered Data Structures and Algorithms course feel about their goals and experiences· Qualitatively coded student responses on mental health and motivation to improve course policies· Performed statistical hypothesis testing in R to assess changes in student computing confidence and sense of belonging· Wrote up results, created data visualizations, and discussed results in paper, submitted for publication at SIGCSE 2024 Show less

    • Teaching Assistant (CSE 163: Intermediate Data Programming)
      • Mar 2023 - Jun 2023

      · Mentored 5 groups of students in data analysis and Machine Learning projects to develop research questions and improve model performance· Facilitated weekly quiz sections of 28 students and held office hours to guide students in understanding concepts and debugging

Education

  • University of Washington
    Bachelor of Science - BS, Mathematics
    2019 - 2024

Community

You need to have a working account to view this content. Click here to join now