Matthew Dolin

DATA ANALYST, WEB DEVELOPER

About Me

I am a masters student in the data science program at Drexel University, where I focus on analyzing datasets to extract actionable insights and building explainable machine learning models. Prior to Drexel, I earned a B.S. in Computer Science from Lehigh University in 2024.

I am motivated to write high-quality, reliable code that supports data-driven decision-making. My work emphasizes model interpretability through detailed data analysis to understand the trends that machine learning models leverage in their predictions. I primarily use the PyData Stack (NumPy, Pandas, SciPy, Plotly, Scikit-Learn), with additional experience in R, SQL, and Power BI.

I am particularly interested in applying data science to sports analytics, and I enjoy working on projects where data can directly inform real-world outcomes. On this site, you'll find a selection of projects demonstrating my work in predictive modeling, data visualization, and statistical analysis.

Portfolio

COVID-19 Dashboard
A Power BI dashboard that visualizes key metrics and policies about the COVID-19 pandemic
Loan Default Predictive Modeling
A Jupyter Notebook project to predict borrowers' likelihood of defaulting on loans. Task 3 of the J.P. Morgan Quantitative Researcher job simulation on Forage.
Natural Gas Market Analytics
A Jupyter Notebook project to predict natural gas prices and optimize purchasing to maximize profit. Tasks 1 and 2 of the J.P. Morgan Quantitative Researcher job simulation on Forage.
NFL QB-MVP Predictor
An R-Notebook that uses logistic regression to predict each NFL quarterback's likelihood of being named 2024 MVP
Student Performance Predictor
A Jupyter Notebook project using Python Scikit-Learn to predict students' graduation likelihood
Olympics Data Analysis
A Jupyter Notebook exploration of data from the Olympic Games using Python and the Plotly Library
Journey of the Prairie King
A recreation of ConcernedApe's Stardew Valley minigame, developed with JavaScript and HTML Canvas

Certifications

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