Sam Kim

Role
Extern at Pfizer
Location
Berkeley, CA, US
LinkedIn followers
500 followers
Manufacturing & ProductionView LinkedIn profile

About Sam Kim

Current undergraduate at UC Berkeley pursuing a degree in Economics. Feel free to…

Experience

  1. Extern

    Pfizer

    Feb 2026 — Present · Berkeley, CA, US

    Built AI pipelines to process pharmaceutical vendor files using OCR (Tesseract, PaddleOCR) and RAG for data extraction and classification. Developed a RAG-based document retrieval system with LlamaIndex, optimized with chunk tuning and open-source LLMs (Mistral, Phi-2). Conducted end-to-end evaluation of the document intelligence system—benchmarking OCR accuracy, RAG retrieval quality, and routing performance. Delivered a technical report outlining model trade-offs, optimization strategies, final deployment recommendations, and built a UI for demo purposes.

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Sam Kim — Extern at Pfizer in Berkeley, CA, US | Unifers