Computer Engineering @ University of Washington (Class of 2028)
Autonomous Systems · Machine Learning · Full-Stack Development
| Award | Details |
|---|---|
| ConnectAble AAC System 2026 | 1st Place — Personalized AAC communication system with ML-powered predictions |
| DubsTech Datathon 2026 | Honorable Mention — Healthcare Access Barriers Analysis |
| Sea Score (SaveEarth) 2025 | Honorable Mention — Eco-challenge platform with ML photo validation |
| 93.7% ML Accuracy | 13 algorithms benchmarked for healthcare inequity detection |
| 50+ Students Tutored | King County Library System Mathematics Program |
Built a personalized Augmentative and Alternative Communication (AAC) system for non-verbal users. A symbol board lets users compose sentences and speak them aloud while the system learns their communication style over time. Predictions use a 3-layer cascade: bigram lookup → ChromaDB vector search → Ollama LLM fallback. An agent tab handles natural language intent classification and tool dispatch.
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Engineered three complete ML pipelines to identify healthcare inequities across 75 demographic subgroups. Benchmarked 13 algorithms achieving 93.7% accuracy for cost-barrier prediction, ARIMA-style forecasting of 2025 care-delay trends, and clustering that surfaced 11 high-confidence anomalies with a 0.815 silhouette score.
Eco-conscious mobile app that rewards users for real-world sustainability actions. Users complete challenges, upload photo proof, earn points, and unlock rewards. Photo validation runs via zero-shot object detection (
Xenova/owlv2-base-patch16) — no model retraining needed per challenge.
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Mobile banking feature for Sound Credit Union that surfaces personalized deals matched to spending habits, tracks savings over time, and delivers GPT-4o-mini powered financial advice and projections — all inside the existing app experience.
Full-stack solar savings calculator using the NREL Solar API and OpenCage Geocoding API. Enter any address to get real irradiance data, estimated annual savings, and CO₂ offset — built with a React 19 frontend and Node.js/Express backend.
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║ BEYOND THE KEYBOARD ║
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║ 📚 Math Tutor · King County Library System ║
║ → 50+ students · Measurable curriculum gains ║
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║ 🏥 Patient Services · Evergreen Hospital ║
║ → HIPAA compliance · Emergency protocol execution ║
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"Engineering systems that think, move, and adapt."
