monitoring, drift detection, and data quality checks into automated workflows so models remain trustworthy in production. CI/CD...
, reproducible experiments, and observable model behavior Improve the robustness of our pipelines to prevent issues like data drift...
preferred) Background in Security Assurance or Configuration Management (standards, drift, exceptions) Ability to perform...
around AI governance, MLOps pipeline optimization (monitoring/drift detection), and continuous improvement of intelligent solutions...
data standards, ontologies, and compliance policies. Lead reliability engineering for deployed models-managing drift... for model performance, inference accuracy, and data drift. Familiarity with event-driven architectures, IoT/UNS patterns...
(Vault, AWS KMS, etc.) Exposure to vulnerability scanning, compliance drift detection, or SIEM integration Benefits...
AI, model drift, and generative AI misuse. · Develop reference architectures and security patterns that align with Zero Trust...
, 6 calipers, 8 Torpedo Level, Deburring tools, Drift Punches/Brass Punch, Metric Allen Wrenches, Metric Tape Measure...
to plug in models. - Implement observability, logging, metrics, alerting, tracing, and drift detection for agent behaviors...
. Push for simplicity where the domain wants to get complicated, and consistency where surfaces can drift. Partner deeply...