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Adam Pingel Interview

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Builds end-to-end products from data science through front-end visualizations and struggles to integrate those layers quickly, aiming for well under 2s response time on analytics that touch hundreds of thousands of documents. Joins LexisNexis via acquisition five months ago and now must prioritize which NLP and machine learning work scales across an order-of-magnitude larger corpus. Uses functional programming informed by category-theory patterns to reduce bugs and make complex pipelines easier to reason about.

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