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2026

Lingua Franca

A local pipeline that turns inspection emails, spreadsheets, images, and PDFs into validated routing decisions.

Lingua Franca running local extraction on three uploaded inspection images
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Built in 24 hours at GridStorm Hacks 2026, Lingua Franca accepts inspection screenshots, spreadsheets, images, and PDF reports, then converts them into structured records.

I built the ingestion and extraction layer with OpenCV, Tesseract, openpyxl, and pypdf. A local Mistral model extracts fields; Pydantic validation, completeness scoring, and deterministic rules decide where each record goes and when a person should review it.

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