Hi, I'm Nathan!

I'm a driven, detail-oriented data science student at Worcester Polytechnic Institute. I'm interested in applying advanced data science and ETL strategies to extract actionable insights from complex datasets, especially seeking an opportunity to contribute to a dynamic, fast-paced team to drive impactful results.

Projects

Worcester Red Sox

Data Science Major Qualifying Project

Worcester Red Sox

Aug 2024 → Dec 2024

  • Analyzed ticket sales and attendance data to identify key drivers of ticket profitability.
  • Developed predictive models using multilinear and polynomial regression models to forecast attendance and sales, with a 90% testing accuracy.
  • Developed interactive sales dashboards for profit margin and total profit analysis.
Python SQL JavaScript React Pandas Tableau Power BI
Worcester Polytechnic Institute

WPI Academic Advising Department Student Researcher

May 2024 → September 2024

  • Optimized first-year student course assignments, using Gurobi and Python to develop an efficient scheduling model that progressively allocated courses for over 1,400 students for the fall semester.
  • Achieved a 90%+ satisfaction rate across all incoming students based on student survey, ensuring that course assignments aligned closely with student preferences and needs.
  • Increased employee workflow efficiency by 80%, reducing Academic Advisor preparation time by over 45 hours per advisor.
JavaScript React Python XGBoost
Worcester Polytechnic Institute

Data Analytics Student Researcher

Aug 2024 → Dec 2024

  • Collaborated with WPI Business School professors to research and implement equitable data analytics methods, evaluate service needs, and analyze demographic trends for Runaway and Homeless Youth in New York City.
  • Developed a comprehensive dashboard and visualization framework presented to researchers and stakeholders to inform equitable resource allocation strategies.
Java Tableau Tableau Prep Eclipse

Experience

Worcester Polytechnic Institute

Undergraduate Peer Learning Assistant (TA)

Worcester Polytechnic Institute

Aug 2024 → Dec 2024

  • Helped Students succeed in learning mathematics concepts, from tensor calculus, linear opimization, MATLAB, Gurobi Python Packages, and more.
  • Matlab GurobiPythonPandas

Skills

Programming

Python Java C++ SQL R JavaScript MATLAB React Scala Gurobi

Data Science

Pandas NumPy Keras TensorFlow XGBoost

Business Intelligence Tools

Tableau Power BI Tableau Prep

Development Tools

Apache Hadoop Docker IntelliJ Idea Eclipse

Education

Worcester Polytechnic Institute

Aug 2021 → May 2026

  • BS in Data Science, May 2025
  • MS in Data Science, May 2026