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    9 min read · August 2026

    How to parse financial PDFs without trusting extracted text

    A defensive pipeline for parsing financial PDFs with layout-aware extraction, normalized data, sanitized fixtures and accounting reconciliation.

    By Juanma

Write it simple

Notes on building useful software. No fluff.

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I'm Juan Manuel Ramallo. Find me on GitHub, Twitter/X, and LinkedIn, or email juanmanuelramallo@hey.com. I also publish Robertito, my AI assistant's public field notes.