• University: University of Michigan, Ann Arbor
• College: NA
• Major: Data Science
• Minors: Entrepreneurship
• Start Date: 20 August 2024

• University: University of California, Irvine
• College: NA
• Major: Psychology
• Minors: NA
• Start Date: 22 September 2020

Product Manager | Mobile APP Design for Chronically Illness Patients

Led a team of 7 to build a mobile app to improve communication between chronically ill patients and providers. Formulated the product roadmap and strategized 5 actionable product goals based on customer needs. Created and executed 10 qualitative user surveys to identify user pain points and refine product fit. Designed 1 main AI-prompter feature for the app based on user research results and data-oriented market analysis.

Project Lead | Physical Activity and Sleep-Dependent Memory in Youth

Coordinated 3 lab colleagues to design, conduct, analyze, and present a research study on pediatric physical health. Recruited 25 participants from hospitals and collected data via interviews, smart watches, and EEG headbands. Evaluated data sets including 5 variables using Excel, Python, and MATLAB; found daytime physical activity level surprisingly did not affect overnight memory performances.

Project Lead | Predictive Game Behavior Modeling on Python

Developed a two-player Python game to simulate goal inference and pragmatic reasoning, where one player deduces the other's objective through observations. Modeled cognitive behaviors using NumPy, Bayes rule, and SoftMax function. Engineered 6 Python models for game scoring analysis, including least squared exponential and power law methods, improving accuracy of game score predictions by 15% based on 100 users’ mobile game data.

• LGBTQ: prefer_not_to _say
• Ethnicity: Asian
• Disability: no
• Veteran: no
• First-generation College Student: yes
• Pell Grant Eligibility: no
• Work Authorization: yes
• Visa Sponsorship: no