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Xuebin Dong
Mid-level Software Engineer specializing in distributed systems and healthcare data platforms
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Full-stack and AI engineer who built both a large-scale clinical imaging dataset exploration engine and DMP Chef, an open-source LLM product for generating funder-compliant Data Management Plans. Stands out for combining strong product ownership, data-intensive backend architecture, and practical LLM systems work with retrieval, structured outputs, evals, and human-in-the-loop compliance safeguards.
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Key Strengths
- Owned full-stack feature delivery end to end
- Built high-performance data exploration tools for 300+ GB clinical imaging datasets
- Strong backend and data modeling skills with relational schema and compound index optimization
- Designed type-safe frontend/backend interfaces with TypeScript
- Shipped AI product that reduced DMP creation from hours or days to minutes
- Deep RAG architecture experience with FAISS and grounded regulatory retrieval
- Structured LLM output enforcement using Pydantic and JSON schemas
- Production-minded AI reliability work through evals, schema conformance testing, and retry loops
- Good judgment on AI automation boundaries with human-in-the-loop compliance review
- Effective in ambiguous early-stage environments using rapid prototypes and stakeholder demos
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