James Thomas
Data Analytics @ OSU | Undergraduate Research Assistant | Software Developer @ Jacobs
- Role
- Data Science and Ai Intern at Jacobs
- Location
- Columbus, OH, US
- LinkedIn followers
- 500 followers
About James Thomas
I am a junior at The Ohio State University majoring in Data Analytics, with a strong…
Experience
Data Science and Ai Intern
May 2025 — Present · Columbus, OH, US
As a Data Science and AI Intern at Jacobs, I supported projects that improved how teams model risk, automate reporting, and translate analytics into decision making tools. My work spanned multiple domains, combining data engineering, statistical modeling, and cloud based automation in a cross functional environment.Key Contributions- Built and produced predictive risk models to assess operational risk, translating R-based workflows into optimized Python pipelines using scikit-learn, xgboost, and pandas- Designed robust preprocessing frameworks for handling imbalanced data, missing values, and categorical variables, ensuring consistent model behavior across time and clients- Developed an automated reporting system using Azure Functions, Blob Storage, and Logic Apps to generate dynamic PDF reports and distribute them on a scheduled basis- Worked extensively in Palantir Foundry to build data pipelines, troubleshoot integration issues, and improve system reliability across internal tools and client deliverables- Contributed to internal tooling that helps teams identify and scope opportunities for solutions across Jacobs’ business units.Tools & Technologies:Python, R, scikit-learn, xgboost, Palantir Foundry, Azure (Functions, Blob Storage, Logic Apps), MongoDB, Power BI, Git, Jupyter
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