Isaac Beaumont

LinkedIn: linkedin.com/in/isaac-beaumont | GitHub: github.com/ikebeau


Education

Bachelor of Science in Data Science Dec 2024

Brigham Young University - Idaho Rexburg, ID

  • GPA: 3.7
  • Minors: Statistics & Business Analytics
  • Societies: BYU-I Data Science Society
  • Relevant Courses: Time Series, Applied Linear Regression, Big Data, Machine Learning, Database Admin

Technical Skills

Python

  • Data Wrangling: PySpark, Polars, Pandas
  • Visualization: LetsPlot, Plotly, Seaborn,
  • Machine Learning: Scikit-Learn, Tensorflow, XGBoost
  • Apps: Dash, Streamlit

R

  • Data Wrangling: Tidyverse, Polars, Lubridate
  • Webscraping: Rvest
  • Statistics: Mosaic, Car, Resource Selection
  • Time Series: Tidyvertse, Fable, Prophet

SQL

  • Editors: SSMS, MySQL, PostgreSQL
  • Containerization: Docker, Kubernetes
  • Cloud Computing: VM, AWS, Google Cloud, Databricks

Other Tools

  • Repository Hosters: GitHub, HuggingFace
  • Tabular Data: Excel, Google Sheets
  • Presenting: Powerpoint, Google Slides, Canva
  • BI Tools: Power BI, Tableau

Work Experience

Data Scientist & EngineerApr 2024 – Present

Country Supplier - C-A-L RanchRemotely

  • Time Series
    • Built models such as ARIMA, Seasonal Harmonic, Holt Winters to predict sales and budgets for Departments.
  • Analytics
    • Analyzed inventory data for over 4,000+ items, identifying over $1M in excess inventory across 55 stores.
  • Power BI
    • Implemented Power BI reporting, improving reporting efficiency by 20%.
    • Currated reports used daily by Coorporate office. These reports removed roughly 16 man hours for 20 people each week.
  • Webscraping & Open Source Data
    • Scraped competitor prices, increasing gross margin by $200K within a month.
    • Scraped Amazon, Chewy, and Sportsmans Warehouse for competitor data.
    • Utilized Census and Weather API's for area specific data.
  • Data Engineering
    • Utilized Census Data to map Census Blocks to nearest stores for aditional data

Big Data TAApr 2024 – Jul 2024

Brigham Young University - IdahoRexburg, ID

  • PySpark & Polars
    • Led PySpark and Polars projects, boosting student project completion rates by 20%.
  • Databricks
    • Provided one-on-one guidance, enhancing students' proficiency in big data tools.

Data Science TutorDec 2023 – Apr 2024

Brigham Young University - IdahoRexburg, ID

  • Guided students in Python and R for data wrangling and visualization, improving coding proficiency by 30%.
  • Improved students' grades by 20% through tailored tutoring sessions.