, clustering, XGBoost-based screening, RFE), OOT validation, drift monitoring (PSI/IV, SHAP shift), AUROC optimization Backend...
in production, manage embedding model updates, optimize retrieval performance, debug agent behavior, handle model drift detection...
monitoring for model/data drift, security telemetry, and pipeline reliability;enforce alerting and SLOs. Implement encryption... with Vertex AI Pipelines, Workbench, Predictions, and Feature Store. Experience with model registry, drift detection...
successful resolution of issues. Analyze and identify the drift in Feature, Model and Data of the ML Models with proposals for retuning...
successful resolution of issues. Analyze and identify the drift in Feature, Model and Data of the ML Models with proposals for retuning...
, stress-tests, drift detection. - Optimize models and pipelines for performance, cost, and efficiency. - Ensure...
ML workloads into our event-driven architecture (Kafka, Kinesis) Develop observability frameworks to monitor drift...
, and responsible AI standards Implement CI/CD, IaC, monitoring, logging, drift detection, and governance pipelines Optimize..., Delta/Iceberg ⦠MLOps: model deployment, versioning, monitoring, and drift detection ⦠IaC (Terraform, CDK, Pulumi...
standards. Drive measurable cloud security posture improvements (baseline compliance, control coverage, drift detection... baselines and ensuring they remain enforced over time (e.g., Azure Policy, automation, drift detection). Working knowledge...
standards. Drive measurable cloud security posture improvements (baseline compliance, control coverage, drift detection... baselines and ensuring they remain enforced over time (e.g., Azure Policy, automation, drift detection). Working knowledge...