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Research2023–2024
Final Thesis Project
An undergraduate thesis investigating a focused research question with a working, evaluated prototype.

Overview
My final thesis paired a focused research question with an implemented, evaluated prototype — keeping the academic argument grounded in something that actually ran.
Method
The work followed a tight loop: define the question, build the smallest system that could test it, evaluate honestly, and write up what held versus what did not.
What it produced
- A documented methodology that another student could reproduce
- A prototype that demonstrated the core claim end to end
- A results section that separated signal from wishful thinking
Architecture
- Python
- Jupyter
- LaTeX

