Resume

Erin Lee

Data Analyst

 
 
📩
E-mail
leoz0113@berkeley.edu
 

Address

 
Berkeley, CA
 

Profile

 
Motivated data science and cognitive science student at the University of California, Berkeley, passionate about combining AI, neuroscience, and behavioral research to understand how humans and machines process information.
 

Experience

 

Feb 2025 – Oct 2025

 
Data Science Discovery - SFSU ECOLE Lab
 
 
 
 
 

Researcher

 
  • Conduct research on LLM-based text simplification, focusing on handling numeric expression (e.g., dates, percentages, ranges)
  • Perform EDA on the 300-article Newsela corpus using Python, pandas, and nltk
  • Build data pipelines for cleaning, feature extraction, and corpus refinement
  • Co-author on an accepted paper to be presented at AIME-Con 2025 (AI in Measurement and Education Conference)

Jun 2025 – Sep 2025

 
Fabler
 
 
 
 
 

Front-End Developer

 
  • Built and implemented an interactive React web app featuring a quiz flow, results page, and subscription paywall
  • Developed post-quiz and result interfaces based on existing Figma designs, ensuring responsive implementation and seamless user transitions
  • Collaborated with a design intern to refine UI components and maintain visual consistency across the app
 

Project

 

Jun 2025 – Aug 2025

 
Data Science Discovery - SFSU ECOLE Lab
 
 
 
 
 

EEG-based Emotion Decoding Project

 
  • Investigated whether EEG signals can predict emotional states during simulated voice-user interactions
  • Analyzed EEG PLV features across 57 channels and frequency bands using machine learning models, identifying theta/delta bands as most informative
  • Proposed applications for emotion-aware AI systems and adaptive voice assistants

Jun 2025 – Sep 2025

 
Fabler
 
 
 
 
 

Front-End Developer

 
  • Built and implemented an interactive React web app featuring a quiz flow, results page, and subscription paywall
  • Developed post-quiz and result interfaces based on existing Figma designs, ensuring responsive implementation and seamless user transitions
  • Collaborated with a design intern to refine UI components and maintain visual consistency across the app
 

Education

 
 

Expected May 2027

 
University of California, Berkeley
 
 
 

B.A. in Data Science & B.A. in Cognitive Science

 
Relevant Coursework: Data Engineering; Designing, Visualizing and Understanding Deep Neural Networks; Introduction to Artificial Intelligence; Human Contexts and Ethics of Data; Brain Computer Interfaces; Research and Data Analysis in Psychology