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Boyun Wang
Junior AI Agent Engineer specializing in regulated healthcare software
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Built and deployed PIKA, an internal multi-agent platform for FDA-regulated software development, owning it from concept through production. The candidate combines strong full-stack engineering with rigorous LLM orchestration, human-in-the-loop controls, and production eval systems, delivering measurable impact: 3x more design issues caught, ~90% fewer false positives, and ~40% efficiency gains on documentation-heavy workflows.
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Key Strengths
- Owned and shipped an end-to-end internal AI product from concept to production
- Deep expertise in AI systems for FDA-regulated software workflows
- Strong full-stack engineering across React/TypeScript frontend and FastAPI backend
- Designed reliable typed frontend architecture with strong error and state modeling
- Built real-time workflow UX using SSE instead of polling
- Created deterministic orchestration around LLMs with structured outputs and validation gates
- Designed human-in-the-loop AI workflows balancing automation, compliance, and auditability
- Built production eval and feedback loops for agent improvement and regression testing
- Improved review quality with 3x more design issues caught vs. manual review
- Reduced false positives by about 90%
- Improved documentation-related workflow efficiency by roughly 40%
- Operated effectively in ambiguous early-stage environments and defined product direction
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