Data Science Team Member

Nathan Glen

954-***-**** # **********@***.*** ï linkedin.com/in/nathan-glen § github.com/NathanG1en Education

University of Florida May 2026

Bachelor of Science, Major in Data Science, Minor in Economics Gainesville, FL GPA: 4.0

Skills

• Certifications: Photoshop, Illustrator, MOS (Word, PowerPoint, and Excel)

• Programming & Analytics Tools: Python, C++, R, JavaScript, SQL, Tableau, PowerBI, AWS

• Packages/Frameworks: Pandas, NumPy, SciPy, Matplotlib, Sqlalchemy, Fastai, PyTorch, Scikit-Learn, OpenCV Experience

UF Food Product Development Club (FPDC) May 2023 – Present Treasurer & Analyst Gainesville, FL

• Secured $1,000 in funding to support club activities and supplies.

• Designed and implemented a web application using the Edamam API to generate USDA-compliant nutrition labels, reducing average label creation time by 67% (from 3 hours to 1 hour).

• Collaborated with team members to conduct market research and develop innovative food products for IFT’s Smart Snacks Competition.

UF ALP - When Conservation Meets Housing Affordability Aug 2023 – Jan 2024 Intern on Project Team Gainesville, FL

• Developed a chatbot using RAG techniques with Langchain, PyPDF2, and Streamlit, enhancing user interaction and information retrieval for project stakeholders

• Analyzed geospatial data to uncover historical trends between Florida wetlands and housing, enabling strategic insights for eco-friendly development initiatives.

Tampa Bay Rays Capstone Course Aug 2024 – Dec 2024 Project Team Member Gainesville, FL

• Cleaned and preprocessed a dataset with over 100,000 rows to prepare it for machine learning tasks, collaborating with Tampa Bay Rays analysts.

• Obtained a 67% accuracy score using XGBoost, and utilized SHAP scores to explain model predictions and pitch characteristics.

• Developed a user-friendly web application utilizing SHAP values to highlight influential characteristics, emphasizing explainability.

Linguistics Research Aug 2024 – Present

Research Assistant Gainesville, FL

• Annotated an average of 10 pages of conversation per week to analyze hoarding disorder, contributing to a larger NLP research project.

• Participated in weekly meetings to define and refine annotation guidelines for consistency and accuracy.

• Collaborated with researchers to support the development of a natural language processing model for understanding hoarding-related behaviors.

Bioinformatics Research Dec 2024 – Present

Research Assistant Gainesville, FL

• Work with high-performance computing (HPC) environments to process large-scale genomic data efficiently.

• Collaborate with interdisciplinary teams to identify patterns and insights in oncology-related datasets. Projects

UF HOSA: ThyroSync Jan 2024 – May 2024

Project Team Member Gainesville, FL

Competed and placed first at regional and state competitions for a hypothetical medical innovation.

Developed an interactive app in React Native to enhance user experience with the ThyroSync results.

Built a regression model replicating T4 hormone levels based on findings from scientific papers to ensure accuracy.

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