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Cathy Shu
Entry-level Full-Stack Engineer specializing in AI and healthcare applications
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About
Early-career full-stack/AI engineer who has already owned a production RAG system for a mental-health-focused startup serving veterans and first responders. Stands out for combining LLM application design, AWS infrastructure work, and product thinking around trust, latency, and guardrails, plus building a separate agentic commerce support prototype and a stock backtesting platform.
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Key Strengths
- Designed and shipped end-to-end RAG system in production
- Strong backend architecture for AI products
- Cost-conscious technical decision-making
- Hands-on AWS infrastructure troubleshooting
- Built tool-calling AI agent with guardrails
- Grounded LLM responses with retrieval and source-aware design
- Improved latency via reranking and context reduction
- Zero-to-one execution in ambiguous startup environment
- Cross-functional collaboration with founders and design
- Built across frontend, backend, and API layers
- Modular pipeline design for extensible backtesting systems
- Trust-focused UX for non-technical users
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