🌍 North Carolina, USA  |  🎓 Marvin Ridge High School, Class of 2029  |  🔬 AI/ML Researcher & Developer

Machine Learning · Bioinformatics · Accessibility Tools · Multi-Agent Systems

Welcome to my profile! I'm a high-school AI/ML researcher and developer. I'm a first-author researcher on interpretable ML for breast-cancer risk and Long COVID prediction, and a SWE Intern at Entire.io, where I build tooling for multi-agent software workflows, semantic diffs, and AI-aware code attribution.

AI/ML: PyTorch · TensorFlow · scikit-learn · Hugging Face · LangChain · LangGraph · CrewAI · AutoGen · RAG · fine-tuning · SHAP · Cox regression

AI/ML Engineering Intern — Entire.io Building AI/ML and developer tooling for multi-agent software-engineering workflows:

• 🔌 entire-adapter — a lightweight multi-agent framework adapter for CrewAI & LangGraph
• 🧩 entire-sem — a semantic checkpoint diff tool using tree-sitter across 23 languages
• 🤖 Added Qwen Code external-agent support to the Entire CLI
• 🔍 Implemented AI-aware entire blame and entire why commands

First-author ML research (preprints)

• 🧬 Pathway-based ML for Breast-Cancer Risk Stratification — TCGA gene expression, pathway-level features, Cox regression & SHAP; validated on SCAN-B and GSE96058
• 🦠 Predicting Long COVID Risk with ML — four classifiers + SHAP explainability on a large population dataset

Selected builds

• ♿ Relay — real-time accessibility middleware translating speech, sound, screen & gesture for deaf and blind users · 2nd Place, NC State TSA Software Dev 2026
• 📚 Curriculon — multi-agent AI that generates full curricula (units, lessons, assessments) for AP / IB / college / HS
• 🔎 Evidence Finder — AI research tool that searches the web and organizes evidence for debate & research
• 🍳 RecipeSmith — published iOS app with AI recipes, nutritional analysis & AI-generated food imagery

🥈 2nd Place — NC State TSA Software Development (2026)  ·  ☁️ AWS Certified AI Practitioner  ·  🤖 Lead Programmer, VEX Robotics 16885B  ·  🥈 2nd — Rising Stars Public Forum, NSDA Capstone

I'm always open to collaborating on research and interesting projects — feel free to reach out!

I once trained an AI agent to teach itself how to beat Super Mario Bros — no instructions, just trial, error, and a lot of dying on the first Goomba. 🍄🎮