Data visualization & analysis

Is what I love to do, but I can do a lot more than that. Whether it be a SWE project or something else I'm always excited to learn more to expand my horizons on what I can do.

What I can do

Tools


Git
Github
Ubuntu

Python/Data Science


Python
Jupyter Lab
Pandas
Dash-Plotly
Sqlite package
PyTest
GoogleDriveApi
Discord.py

General Programming


Java

Web Development


HTML
CSS
Bootstrap CSS
Tailwind CSS

Experiences

FRC Team 1318

Analytics Lead, Lead Strategist

September 2022 - June 2024


  • Utilized Python, SQLite, Pandas and Dash-Plotly to develop data visualization apps
  • Led a 10 member analytics subteam training 4 new members, fostering skill growth and knowledge transfer for succeeding seasons
  • Managed codebase with GitHub and deployed analytics application to Render, streamlining data access for competition drive team and strategy team
  • Directed 2024 system overhaul to quickly and efficiently handle 1000+ matches worth of data improving from ~70 matches worth of data increasing analytics capacity
  • Coordinated schedules and team collaboration resulting in competition-ready system 2 weeks faster than previous season
  • Introduced documentation usage and testing using Pytest to promote sustainable and robust coding practices
  • Coordinated data collection efforts for up to three robotics teams simultaneously, ensuring effective coordination and results.
  • Produced a visualization system for the 2024 season that could predict matches outcomes with up to 80% accuracy using statistical analysis methods and charts using data deviating about 10-20% from official recorded match scores

Papa Murphy's

Crew Member

August 2023 - May 2024


  • Assisted team members in maintaining the cleanliness and organization of the store
  • Collaborated with team members to efficiently prepare ingredients and fulfill orders in a timely manner to ensure an optimal customer experience
  • Addressed and resolved customer issues professionally, ensuring a positive experience and effective solutions for all

Education

Arizona State University

Computer Science, B.S.

August 2024 - Present


  • CSE 205 - Java & OOP
  • MAT 266 - Calculus 2
  • CSE 240 - Intro to Programming Languages (C, C++, Scheme, Prolog)
  • MAT 267 - Calculus 3
  • MAT 243 - Discrete Math
  • DevLabs, Sun Devil Data Science, Software Developers Association (SoDA) member

Projects

Warships: Reloaded

Lua(u), Blender 3D

Concurrent Project - Since November 2024


  • Developed both front and back-end components for the game including UI, custom movement system using physics constraints, data handling, and the game core
  • Utilized spreadsheets to plan and track progress on different aspects of game development including code/mechanics, and model structures ensuring long term maintainability

TracKourse

Python, Playwright

Finished Project


  • Uses Playwright with ASU's class search site to collect and aggregate statuses of desired classes, then notifies the student of class openings via SMS and/or email
  • Maintained documentation for easy deployment for interested users and long term upkeep

DocBot

Python, Discord.py, Googledriveapi, Pytest

Finished Project


  • Interacts with the google drive API to automatically produce transparency reports and manage relevant files from discord using commands
  • Returns feedback to users for determining if actions have been successful
  • Utilized Pytest to validate and ensure accuracy of Google Drive API query results

OCRSorter

Python, EasyOCR

Finished Project


  • Implements EasyOCR to automate the management and organization of files related to the Team 1318 visualization system
  • Sorts images with about 77% accuracy in being able to identify team numbers properly using stock testing images
  • Wrote documentation for integration into system, running tests, and instructions for operation

Copyright ©2025 Aidan Yung