Aubrey Shuga

Aubrey Shuga

Data Science Student

Brigham Young University - Idaho

Biography

I’m currently a senior studying Data Science at Brigham-Young University Idaho. I love visualizing data in R. My most recent project is an analysis of student peer-mentoring programs and their impact on student success.

Interests

  • Data Visualization
  • Data Analysis
  • Machine Learning
  • Visual Communication

Education

  • Working toward BS in Data Science, 2021

    Brigham Young University - Idaho

Skills

R

Statistics

Python

SQL

Machine Learning

Dataviz

Experience

Employment and Consulting Projects

 
 
 
 
 

Data Science Consultant

BYU-Idaho Peer-Success Mentoring

Jan 2021 – Present Rexburg, ID
  • Analyzed semester GPA evolution of 400 at-risk university students to quantify the impact of peer-mentoring and optimize targeted student outreach campaigns
  • Compared mentees with non-mentees by using R to visualize and model GPA change over 4 semesters
  • Built interactive dashboard to inform program coordinators of significant performance differences between subsets of at-risk student populations
 
 
 
 
 

Data Science Consultant

Good2Go Stores, Consultant through RDBC

Sep 2020 – Dec 2020 Rexburg, ID
  • Reported data-driven insights to CFO to determine next year’s budget and sales goals
  • Built interactive dashboard of weekly sales contextualized with world events using R tidyverse and trelliscopejs
 
 
 
 
 

Project Manager / Data Science Consultant

Madison High School Basketball, Consultant through RDBC

Sep 2020 – Dec 2020 Rexburg, ID
  • Led team of 9 student analysts in using Python libraries Pandas and SQLite3 to extract, wrangle, and visualize gameplay data for head basketball coach to save time and money on other apps and improve team strategy
  • Trained beginner-level team members on basics of objectoriented design, git and version control, databases and queries, and code documentation.
 
 
 
 
 

Lead Research Analyst

BYU-Idaho Student Support

Sep 2018 – Present Rexburg, ID
  • Reported decision-ready data to Department Director and University Executives to evaluate performance, set goals, and drive strategies to optimize resources
  • Designed and maintained dynamic Google Sheets dashboard reviewed by University Vice President
  • Streamlined and coordinated data collection process among 15 campus services
  • Cleaned, analyzed, and visualized structured and unstructured data from Qualtrics surveys and internal files for use in reports and dashboards