platforms. Engineer and maintain automated monitoring frameworks to detect misconfigurations, compliance drift, and emerging...
Establish evaluation datasets and regression checks to detect drift and ensure trustworthy AI answers grounded in source...
, and repeatability (micron-level tolerances;vibration, thermal drift, alignment). Coordinate with electrical, software...
Infrastructure as Code and GitOps practices. Automate routine ops (patching, certificate management, image baking, drift detection... strategies and environment promotion with automated drift detection and remediation. Application & Data Platform Enablement...
/MLOps practices: evaluation harnesses, monitoring, drift detection, data pipelines, and human-in-the-loop workflows...
, and alerting solutions to track model performance, system health, and data drift Collaborate with data scientists to understand...
;enforce drift detection, reviews, and automated testing. Runtime & Containers: Operate EKS/ECS and Lambda platforms;define...
inference pipelines while continuously monitoring for model drift. Apply optimization techniques such as quantization...
, or pry structural steel members into approximate positions for bolting into place. Drive drift pins through rivet holes...
and AI operations, including model versioning, deployment, monitoring, drift detection, incident response, and cost management...