America/Chicago
Open to roles · summer 2026  ·  Nashville, TN ↔ Saba, NL

Selected work, filtered.

33 projects across research, production ML, tools, and analysis. Filter by what brought you here — each entry links to a deeper case study and the source repo.

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Showing 33 of 33
★ Featured · 7
Featured
Analysis · Healthcare · 2026

Medicare Cost & Quality

What the same procedure costs across hospitals, how far charges sit above what Medicare actually pays, and whether spending more buys better outcomes — a two-fact star schema on public CMS data.

Snowflake · dbt · two-fact star · CMS data
Featured
Analysis · Tools · 2026

Olist Warehouse

Modeling 100,000 Brazilian e-commerce orders in Snowflake. Star-schema design, dbt transformations, and three analyst questions answered straight from the marts — with the charts to back them.

Snowflake · dbt · star schema · 100k orders
Featured
Production ML · Sports · 2026

World Cup 2026 Predictor

A time-weighted Dixon-Coles model on 49k internationals that predicts win/draw/loss probabilities and full score distributions for every 2026 World Cup match — and keeps an honest, out-of-sample track record against the games already played.

Dixon-Coles · RPS 0.189 · 62% out-of-sample
Featured
Production ML · Sports · Voice · 2025

AI Sports Commentary

LLM-driven play-by-play with Hume TTS and a RAG layer over historical plays — generates broadcast-quality audio in real time.

RAG · 1.2s TTS latency
Featured
Research · Healthcare · 2025

Mental Health LLM Evaluation

A scientific framework for comparing local vs cloud LLMs in mental-health support, scoring 4 models across 40 clinical scenarios on therapeutic effectiveness, patient experience, and technical performance.

4 models · 40 scenarios · 100% completion · p<0.001
Featured
Tools · Creative · 2025

Physics Museum

An interactive Unity 6 sandbox that turns introductory mechanics into walk-up exhibits — projectiles, friction ramps, a skydiver with parachute, and a first-person impulse shooter at Rigidbody stacks.

Unity 6 · WebGL · live
Featured
Research · Healthcare · Vision · 2025

PT-Assist

Real-time AI physical therapy assistant using YOLO11 pose estimation for live form analysis and rep counting.

YOLO11 · live form check
Index · 26
Production ML · Sports · 2026

F1 Race Predictor

54% winner accuracy (92-race backtest)
Production ML · Finance · 2025

Airline Revenue Optimization System

+6.4% RPM
New
Tools · Finance · 2025

Apex Finance

Plaid + Dwolla · Next.js 14
New
Production ML · Finance · 2025

FraudGuard-AI

XGBoost · FastAPI
New
Production ML · Voice · 2025

Hume Voice Demo

Streamlit · model swap
Production ML · Finance · 2024

Portfolio Optimization Dashboard

MV · Black-Litterman
New
ML Foundations · Education · 2026

Backpropagation from First Principles

chain rule by hand · no autograd
New
Systems · ML Foundations · 2026

Machine Learning Library in C

mat_mul · malloc/free · zero leaks
New
Systems · Graphics · 2026

2D Physics Engine in C++

impulse solver · circle vs AABB
New
Systems · Graphics · 2026

Simulating Gravity in C++

n-body · velocity Verlet · 60 FPS
New
ML Foundations · 2026

Neural Network Framework in NumPy

MNIST · 784 → 128 → 10 · NumPy only
New
Systems · Tools · 2026

Terminal Dashboard in Rust

Ratatui · crossterm · 248ms tick
New
Tools · Creative · 2025

Air Canvas

MediaPipe + Three.js + socket.io
New
Tools · Creative · 2025

Audio Visualizer

SvelteKit · Web Audio API
New
Tools · Education · 2025

Bison Chat

Haiku · Sonnet · Opus
New
Tools · Creative · 2025

LineUp

Live · GitHub Pages
New
Tools · Live · 2024

Letterboxd Random

Cloudflare Worker · live
New
Tools · Play · 2024

Marvel Rivals Assistant

92% synergy score
New
Tools · Web · 2024

Saban Realty

Saba · 17.63°N
Analysis · Hospitality · 2024

Nashville Airbnb Data Analysis

12 neighborhoods · 2.3× spread
Analysis · Ecology · 2023

Bird Data Analysis

eBird · 48 species
Analysis · Automotive · 2023

Car Sales Data Dive

segment × price × volume
Analysis · HR · 2023

Employee Attrition Analysis

14.2% / yr · SHAP
Analysis · Tech · 2023

Global Internet Usage Analysis

1990 → 2022
Analysis · Tech · 2023

Lyft Market Analysis

pickup density · D.C.
Analysis · NLP · 2023

Restaurant Review Data Dive

n = 2,148