STEPHEN SHUMWAY

RIT BS Computer Science alum and Syracuse University MS Data Science candidate proficient in Python, R, SQL, and Cloud (AWS/Azure). I turn complex datasets into actionable Machine Learning models that drive strategic business decisions.

Featured Projects

A selection of data science and machine learning projects focused on real business impact, risk prediction, and analytics at scale.

Portfolio

01

Text Mining for Language Recognition

Multilingual text classification model for automatic language detection.

02

Predicting Personal Loans

Predictive modeling to identify customers likely to accept personal loans.

03

US Wildfire Visualization

Visual analytics to explore wildfire risk patterns across the U.S.

04

Liquor Store Financial Analysis

Forensic accounting analysis to uncover fraud and optimize inventory and vendor strategy.

PROFESSIONAL EXPERIENCE

INFORMATION TECHNOLOGY SPECIALIST 2 · NYS ITS

Provide dedicated on-site desktop support for Justice Center and OASAS in Western New York, and collaborate with software teams to update Justice Center web properties to current accessibility standards.

SOFTWARE DEVELOPMENT ENGINEER INTERN · EAGLEVIEW

Recreated results from an NVIDIA research paper with the R&D team, built a web app to compare ML model outputs for hyperparameter tuning, and began migrating models into Amazon SageMaker for future development.

MACHINE LEARNING ENGINEER INTERN · NETSWITCH

Developed a custom learning model from two decades of company data, including cleaning, processing, and preparing historical datasets to meet the company’s predictive needs.