Hi, I'm Samuel

📈 My GitHub Stats

🛠 Tech Stack

👨‍💻 Languages

🧠 AI/ML & Data

🌐 Web Development

☁️ Cloud & Tools

🏆 Recent Highlights

• 🥇 Microsoft Global Intern Hackathon 2025 Winner (1st Place) - Co-developed Mira, an AI-powered browser extension for visually impaired users
• 📊 Optimized ML Pipeline at Microsoft - Re-architected a multimodal training data pipeline supporting Bing's generative search experience, reducing training time 15% and increasing throughput 54%
• 🤖 Built Production RAG Systems - Developed AI-powered emergency triage platform using ChromaDB and Claude API
• 🥉 3rd Place at Bronco Hacks - Co-created CarbonCloset, a gamified thrift e-commerce platform
• 🔧 90% Efficiency Gain - Modernized legacy data systems at Southern California Edison over 2 years

🚀 Featured Projects

Mira - 🥇 1st Place Microsoft Global Intern Hackathon 2025

AI-powered browser extension enabling voice-controlled web navigation for visually impaired users

• Tech: TypeScript, Azure Web PubSub, Azure AI Foundry
• Impact: Real-time AI agent execution
• Internal Hackthon

TriageFlow - CalHacks 2025

AI-powered emergency triage platform with RAG architecture

• Tech: Python, React, ChromaDB, Claude API
• Impact: ESI-compliant medical prioritization

CarbonCloset - 🥉 3rd Place Bronco Hacks

Gamified thrift e-commerce marketplace

• Tech: Next.js, Firebase, Stripe
• Impact: Targeting 10M+ college students

Safenest.AI - UC Berkeley AI Hackathon

AI baby monitoring with hazard detection

• Tech: Python, AWS Bedrock, Claude, Twilio
• Impact: Multi-modal AI pipeline (vision + audio)

📫 Let's Connect!

• 💼 Open to New Grad SWE roles (starting January-June 2026)
• 🎯 Interested in AI/ML Engineering, Backend Infrastructure, Full-Stack Development
• 🤝 Open to collaborate on AI projects, hackathons, open-source

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