Chris Simmerman Data Scientist

Chris Simmerman

Focused on production ML + LLM apps.

The Toro Company Georgia Tech OMSA

I build LLM/RAG applications and machine learning systems. I prioritize maintainability through strong evaluation, clear interfaces, and straightforward deployment patterns. I also explore digital humanities research, applying data science methods to historical texts and networks.

Chris Simmerman headshot

Skills

LLM / RAG
OpenAILangChainLangGraphSemantic KernelAzure AI Search
Machine Learning
scikit-learnPyTorchXGBoostOptunaHugging Face Transformers
Data Science
PythonSQLPandasNumPyNLTKMatplotlibPlotlyStreamlit
Cloud Computing
Microsoft AzureAzure DevOpsSnowflakeDatabricksFivetran
Digital Humanities
Historical Text AnalysisCorpus BuildingText MiningNEREntity LinkingTopic ModelingNetwork Analysis

Experience

Data Scientist — The Toro Company Mar 2024 — Present
Machine Learning and LLM-enabled internal applications.
Information Technology Intern — The Toro Company May 2023 — Mar 2024
Data and software work supporting internal POCs and production data pipelines.

Education

M.S. Analytics (OMSA) — Georgia Institute of Technology Expected Dec 2027
  • Computational Data Analytics track.
B.S. Data Science, Minor in Applied Statistics — Metropolitan State University May 2024
  • GPA: 3.52
  • Sit Investment Associates academic scholarship recipient ($1,000)
  • 2x Dean's List Honoree
A.S. Computer Science & Data Analytics — Normandale Community College May 2023
  • GPA: 3.61
  • National Science Foundation (NSF) PRISM scholarship recipient ($15,000)
  • Normandale Academy of Math & Science scholarship recipient ($3,000)
  • Kopp Family Presidential Scholarship recipient ($3,000)
  • Phi Theta Kappa Honor Society member
  • 4x Dean's List Honoree