models and services using Docker and manage deployments through Kubernetes or equivalent orchestration tools. Implement... version control, rollback strategies, and observability for latency, drift, and false-positive/false-negative metrics. Edge...
uptime, and deployment health Troubleshoot build failures, pipeline issues, infrastructure drift, and deployment errors.../Bicep, CloudFormation) Understanding of cloud platforms (Azure, AWS, GCP) and core services Experience with monitoring...
performance drift, identifying discrimination and algorithmic harms, and characterizing AI model failure modes. Contribute.... Familiarity with AI/GenAI model evaluation including robustness testing, performance-drift detection, fairness and discrimination...
performance drift, identifying discrimination and algorithmic harms, and characterizing AI model failure modes. Contribute.... Familiarity with AI/GenAI model evaluation including robustness testing, performance-drift detection, fairness and discrimination...