Projects | Greyson Henry

09 NLP

Bob Dylan Lyrics Analysis

Trying to capture semantic similarity between Dylan songs using cosine similarity on bag-of-words, TF-IDF, and embeddings.

nlp

08 RL / GAME THEORY / AGENTIC PROGRAMMING

Chickenizer

Framework for abstracting the game-theoretical scenario of "chicken" to more complex games and strategies. Built as part of an AI & agentic programming class.

cursor

LaTeX

shallow RL

prolog

07 DATA ANALYTICS / VIZ / ANOVA / SHAP

Predicting Bank Acct Balance from Churn Data

Predicting bank account balance based on anonymized, synthetic churn data. I was responsible for the SHAP feature analysis.

R

XGBoost

SHAP

06 DATA ANALYTICS / VIZ

Duke DataFest '26

My team's submission for SWYD-style data science competition @ Duke University. Analyzed ER data, recommending per-county procedures to avoid preventable visits. Finalist.

R

pandas

05 LLM INTEGRATION / EDUTECH

MrCatGPTA Alpha

2025 summer research project. Built specialized LLM wrapper to serve as a supplemental teaching tool for Furman students. Also did frontend design and local-hosting feasability research with Ollama.

OpenAI API

Ollama

Flask

HCI

04 DEEP RL

Slay The Spire Turnplay Bot

My 2025 CS capstone project and first real attempt at applied RL. Two part project: part 1 determined optimal card play order through Deep Q-learning in Gym, part 2 interacts with game through stdin.

Gym

Live I/O

03 GIS / DATA HYGIENE

Hurricane Helene Road Repair Plan

Recommended repair order for NC roads after Hurricane Helene. Used NCDOT data and a naive weighting scheme based on surrounding population, traffic loads, and how intensely the road was damaged.

ArcGIS