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Phase 2 — Data Controls & Security Enforcement

Wednesday Series Phase 2 — Data Controls & Security Enforcement


MLflow Model Versioning and Deployment Rollback

MLflow Model Versioning and Deployment Rollback

WS09 - Promote and revert models with traceable governance checkpoints

Dec 17, 2025

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12 min read

Drift Detection with Evidently AI

Drift Detection with Evidently AI

WS07 : Detect behavior changes across time windows and trigger review

Dec 10, 2025

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16 min read

Reverse-Proxy Zero-Trust AI Gateway

Reverse-Proxy Zero-Trust AI Gateway

WS06 - Enforce no-store, no-train boundaries for internal and external models

Dec 3, 2025

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15 min read

Presidio + spaCy Data Redaction Pipeline

Presidio + spaCy Data Redaction Pipeline

WS05 - Remove sensitive fields while preserving operational data usefulness

Nov 26, 2025

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14 min read

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