Projects/Supplemental

Honors Research Project 2022 - 2023

Link: Human and Machine Learning in Difficult Decision Making

  • Investigated human and AI teaming in complex decision making tasks
  • Utilized a combination of machine learning, behavioral, and EEG recordings to model individual decision making models
  • R&D project from ground up, collected human subject data, analyzed and formed conclusions based on data analysis
  • Presented findings to peers and fellow academics from different areas of study
GitHub Repository

Data Analytics Bootcamp June 2023 - December 2023

Link: Awarded by University of California Division of Continuing Education

  • Intensive 24 week course covering practical and technical skills related to data analytics/science
  • Coursework in statistics, data cleaning, analysis, visualization, and presentation.
  • Produced data analytic projects individually and collaboratively
  • Skill highlights: python, SQL, tableau, statistics, API, supervised and unsupervised machine learning, and pyspark
GitHub Repository

Data Analyst Job Market Visualization November 2023

Link: Visit the site!

  • Interactable site visualizing the data analyst job market using various online data sources with thousands of entries
  • Developed web scraping script to build databases for use for SQL
  • Developed javascript code to compute visualizations and interactions
  • Found datasets or sites to be scraped or used
  • Developed data to site pipeline
GitHub Repository

Bacteria Visualization September 2023

Link: Visit the dashboard!

  • Using dataset of different subjects to visualize different metrics
  • Updates according to various metrics via a drop down menu
  • Uses js and json interaction and diplayed via python
GitHub Repository