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Brian Li
Intern Software Engineer specializing in ML and computer vision
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About
Machine learning software engineer intern experience at Amazon, where they built a production testing framework to inject frames/videos onto devices to measure embedded CV model inference and ensure broad model compatibility via automatic NNA metadata handling. Also built side projects spanning LLM/RAG orchestration (LangChain/LangGraph with reranking and citations) and applied CV/healthcare work (nail disease detection, medical retrieval chatbot).
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Key Strengths
- Built an on-device frame/video injection testing framework for Amazon CV models
- Designed framework to be compatible with current and future AI models via automatic NNA metadata usage
- Reduced user error through automation in model metadata handling
- Hands-on implementation of end-to-end LLM/RAG workflow (rewrite, embed, vector search, rerank, citations)
- Experience delivering AI recommendations to non-technical stakeholders (designers) for UI prototyping
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