Education
B.S. Cognitive Science Spec. Machine Learning & Neural Computation
Relevant Courses
Experience
UCSD Neurosciences - Data Analyst for SOL-INCA Lab
November 2021 - Present
- Implement survey regression models (Gaussian or binomial family and logit), using R or Stata
- Create and manage SOL-INCA website, updating with new publications/research
- Collaborate with Wayne State University on data analysis projects
Motor Imagery Prediction - Brain Computer Interfaces at UCSD
January 2022 - March 2022
- Built ML models in an EEG setup to predict one’s motor imagery
- Utilized filtering, epoching, CSP, and binary classification for analysis
- Implemented several ML methods (LDA, SVM, and KNN) for accuracy
J.O.B.S Lesson Plan - Design for Development at UCSD
April 2021 - June 2021
- Led a team to design a lesson plan in collaboration with High Tech Elementary
- Worked closely with clients to develop a catered activity centered around career exploration
- Communicated with both students and teachers to ensure specifications were met
Park Popularity Analysis - Data Science in Practice at UCSD
October 2020 - December 2022
- Compiled and cleaned datasets of San Diego parks and rec centers utilizing Python for analysis
- Created several graphs to better visualize the data and understand results using rank statistics
- Determined no correlation in the distance between the two affecting the popularity of the park
McGillivray Construction - Seasonal Laborer
June 2016 - July 2020
- Clean work areas, machines, and equipment to maintain a clean and safe job site
- Prepare job sites to ensure safety and efficiency
- Communicate in large teams in order to finish construction projects in a timely manner
