Hey, I'm Matthew White

CS @ UNC

Matthew White

About Me

I'm a Computer Science student at UNC-Chapel Hill with a minor in Neuroscience, passionate about building scalable software solutions and exploring cutting-edge AI applications. My recent focus has been on developing autonomous LLM agent pipelines and orchestrating complex agentic workflows.

When I'm not coding, you can find me exploring hiking trails, reading about new technologies, or planning my next trip.

Technical Skills

Languages

  • Java
  • Python
  • JavaScript
  • SQL

AI/ML

  • LangChain
  • PyTorch
  • scikit-learn
  • ChromaDB

Web/Cloud

  • React
  • Node.js
  • AWS/GCP
  • Docker

Projects

Stablecoin Scanner

An ERC-20 Token Scanner that lets you search for token transfers by address.

JavaScript Express.js Alchemy API

NCAA Tournament Predictor

Machine learning model using Random Forest to predict NCAA tournament qualification based on historical basketball data.

Python scikit-learn pandas matplotlib

Game Server Community

Built and managed a multi-server Minecraft community with 10,000 players, 20+ Java plugins, secure web admin interface, and synced backend.

Java MongoDB Redis Linux

Experience

Software Engineering Intern

Spidr (Fintech Startup)

June 2025 – Present

• Built full-stack account notes feature by developing RESTful API endpoints, creating React UI components, and implementing MongoDB to store encrypted notes.
• Engineered comprehensive Playwright E2E test suite preventing regressions and ensuring reliable feature delivery.
• Enhanced core Unified API by shipping 10+ bug fixes across 6 sprints, improving transaction processing and webhook delivery.

Research Assistant

Agentic Workflow Research (Pharma Marketing PoC)

May 2025 – Present

• Developed autonomous LLM agent pipelines on Google Cloud Vertex AI for pharma marketing content generation.
• Orchestrated complex data ingestion workflows from disparate sources, delivering validated marketing intelligence and strategic recommendations.
• Built agent coordination layer with task delegation, session persistence, and event-driven execution.

Tutor & Content Developer

Lavner Education

May 2022 – Dec 2024

• Instructed 100+ students in Java, Python, Unreal Engine, and Cryptography, achieving 20% increase in retention.
• Designed curricula for 500+ instructors across 36+ locations, reducing onboarding time by 30%.
• Created 15+ instructional resources including Java RPG engine, Python toolkit, and blockchain simulator improving comprehension by 40%.

Contact

I'd love to connect!