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Jaime Sánchez Claros, PhD

Jaime Sánchez Claros, PhD

AI Solutions & Research Engineer, anyformat

LinkedInjaime@anyformat.ai

Jaime is an AI Solutions and Research Engineer at anyformat. He holds a PhD and focuses on the model and benchmarking side of document extraction: evaluating where large language models genuinely outperform classical pipelines, where they break down, and how to build hybrid systems that combine deterministic parsing with LLM reasoning. He writes about the limits of raw LLM extraction and the engineering required to reach production-grade accuracy.

Articles

  • Why GPT Alone Won’t Cut It for Real Document Extraction

    February 1, 2025· LLMs are powerful—but not enough for production-grade document extraction. Here’s why real pipelines need structure-aware, multi-stage processing.

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