About
I’m an M.S. candidate in Psychology: Data Science in Human Behavior at UW–Madison (expected Dec 2026), with a B.S. in Psychology (neuroscience concentration, sociology minor) from UW–Parkside.
I build AI systems from start to finish: multi-agent document pipelines, transformer fine-tuning and calibration, LLM evaluation, computer vision classification, and behavioral prediction models. Before graduate school I spent five years in high-volume logistics and operations, working on quality assurance, documentation, and process improvement. That background is why I care about error rates, reproducibility, and cost as much as accuracy.
Interests
- Document AI: reading, sorting, and extracting information from real-world paperwork. See the document-intelligence projects.
- Evaluation and calibration: held-out testing, confidence that means something, and honest error analysis.
- Simulation and graphics: physics-based, interactive software in the browser. See Wave Laboratory.
- Behavior and cognition: what predicts how people act, and where models of people go wrong.
Technical Skills
- Programming Languages
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Python (pandas, NumPy, scikit-learn, PyTorch, Hugging Face), R, MATLAB, SQL, Parquet, Git
- Machine Learning
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Transformer fine-tuning, model evaluation & calibration, cross-validation, SHAP/feature importance, error analysis, computer vision (OCR-based document classification), experimental design
- AI Engineering & Development
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LangGraph, multi-agent pipelines, prompt engineering, LLM eval harnesses & LLM-as-a-judge, model serving (vLLM, Ollama, LM Studio, OpenRouter), ONNX + FastAPI deployment on Modal
- Engineering & Cloud
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Docker, pytest, Quarto, AWS, Azure
Education
University of Wisconsin–Madison Madison, WI Expected Dec 2026
M.S. Candidate — Psychology: Data Science in Human Behavior · GPA 3.85
- Graduate work in machine learning, statistics, behavioral data analysis, predictive modeling, experimental design, and publication-quality visualization.
University of Wisconsin–Parkside Kenosha, WI Sep 2020 – May 2025
B.S., Psychology · Concentration: Neuroscience · GPA 3.93
- Minor in Sociology; Provost’s List (7x), Dean’s List (8x), Distinguished Achievement Award (2025), and Psychological Research Certification (300 lab hours).
Research Training
- CITI Program: Conflicts of Interest training 2025
- CITI Program: IRB Training for Students and Faculty 2025
Download the full résumé