We have strict requirements for handling user data, but we also need to retrain our models on this data. How do we keep our pipelines compliant and secure without blocking our agile deployment goals? Are there tools that help with automatic PII redaction during the training data ingestion process? I am worried about the intersection of data privacy and continuous integration.
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