Structured Outputs | John Nessime

CV Parsing at Scale on AWS: Textract, Bedrock, and the Bias You Have to Document

Post category:Cloud Computing Compliance Data Engineering

A CV parsing pipeline stops being a parser the moment a score sorts a list. Where Textract and Bedrock actually fit, why redacting names does nothing for bias, and what to document before anyone asks you to explain a ranking.

Extracting Clauses, Parties, Dates and Obligations with Amazon Bedrock

Post category:Cloud Computing Data Engineering Technical Guides

Valid JSON is not correct data. A practical guide to extracting clauses, parties, dates and obligations from contracts with Amazon Bedrock: the two build paths, schema design, the three failure families that produce confident wrong answers, and the validation layer that catches them.