Hi, I'm George

About

I'm an undergraduate at the University of Michigan pursuing a B.S.E. in Computer Science. I've built production systems as a founding engineer, worked in bank tech, shipped an LLM tool across 26 sites, and published first-author research. Outside of code, I'm into philosophy, game design, bouldering, skateboarding, golf, guitar, and calisthenics.

Experience

Building and scaling production systems.

Capital One

Software Engineer Intern

Jun 2026 – Aug 2026

8 monthsof data staleness eliminated

• Shipped asset certification feature, replacing manual outreach for 2,000+ assets
• Automated reminders and daily CMDB sync, eliminating up to 8 months of staleness
• Wrote idempotent Flyway migrations adding a CMDB cache for compliance reporting
• Set up CI/CD across dev, QA, and prod with Jenkins and CloudFormation

AWS Lambda

EventBridge

Python

Flask

PostgreSQL

React

Jenkins

BoilerVault Storage LLC

Founding Engineer · Contract

Jan 2026 – Jun 2026

$130K+revenue reconciled, 0 manual entry

• Reconciled $130K+ in revenue across 4 Stripe accounts and 3 WordPress sites
• Automated unmatched-charge reconciliation, saving 3+ hours of manual work weekly
• Built a multi-tenant platform for 3 campuses: 20+ endpoints, 318 backend tests
• Migrated 475 legacy bookings into 2,000+ records, replacing a broken Zapier flow

Python

FastAPI

PostgreSQL

Next.js

TypeScript

Stripe

Live Demo

Nexteer Automotive

Software Engineer Intern

May 2025 – Aug 2025

87.5%less code-review time

• Built an LLM IDE extension that checks code against 300+ engineering guidelines
• Tuned prompts and few-shot examples to 95% violation-detection accuracy
• Deployed to 26 sites, saving engineers ~8 hours of code review per week

Python

TypeScript

Azure AI

LLM

Prompt Engineering

Villanova University

Data Engineer

Jun 2023 – Sep 2023

28,000+pathogen isolates analyzed

• Analyzed 28,000+ pathogen isolates across 10+ years with PCA and clustering in R
• Published the findings as first author in Antibiotics (2023)

R

PCA

Clustering

Data Pipelines

Projects

A mix of systems, ML, and full-stack work. Here are a few I'm proud of.

Architecture

0.482Jul 2026 - Aug 2026

PR-AUC vs. 0.421 baseline

MeloChron

A transformer-based model that predicts whether a listener will return to a newly heard track, beating a strong baseline on 100,000 listeners.

PyTorch

Transformers

Self-Attention

Recommender Systems

Audio Embeddings

GitHubLive Demo

Preprocessing

0.97Jan 2026 - Apr 2026

validation AUROC

Image Classification & Transfer Learning

A CNN and a from-scratch Vision Transformer that classify dog breeds, using transfer learning to reach 0.97 AUROC.

PyTorch

CNN

Vision Transformer

Transfer Learning

Architecture

3,000+Jan 2026 - Apr 2026

Wikipedia docs indexed

Scalable Search Engine

A Wikipedia search engine built on a MapReduce indexing pipeline, with a Flask API that ranks results and is deployed to AWS.

Python

MapReduce

Flask

TF-IDF

PageRank

100+Jan 2025 - May 2025

users served

Resume Screener

An NLP tool that sorts resumes into job categories and ranks them against live job postings, used by 100+ people.

Python

scikit-learn

LinearSVC

RAG

FAISS

HuggingFace

Streamlit

GitHubLive Demo

Skills

Education

Research