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Let's Talk About Raw Documents

Posted Mar 01, 2023 | Views 516
# Preprocessing API
# Unstrcutured.io
# NLP-focused
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Crag Wolfe
Infrastructure Team Lead @ Unstructured.io

Back End Engineer by trade including a decade at Red Hat. Previous 5 years at an NLP startup serving as the technical lead for a key product.

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Ben Epstein
Founding Software Engineer @ Galileo

Ben was the machine learning lead for Splice Machine, leading the development of their MLOps platform and Feature Store. He is now a founding software engineer at Galileo (rungalileo.io) focused on building data discovery and data quality tooling for machine learning teams. Ben also works as an adjunct professor at Washington University in St. Louis teaching concepts in cloud computing and big data analytics.

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SUMMARY

Modern ML pipelines still often need pre-processed documents. This isn't changing anytime soon, in fact, the appetite is growing.

Unstructured.io is focused on extracting structured data from raw documents (pdf, pptx, html, etc). In the near term, we're more NLP-focused.

Check out Unstructured.io's open-source libraries!

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