handling. Design and implement robust monitoring and observability for agents, covering reliability, accuracy, latency, drift...
evaluation. Create dashboards using tools like Databricks and Palantir to visualize key model metrics like model drift, shapley...
Terraform plan/apply failures and resolve configuration drift. Refactor legacy or manual Azure resources into Terraform-managed...
, and ensure consistent deployment and drift detection. Provide rapid activation for global events, codify response playbooks...
such as data drift, model degradation, or unexpected output, and escalate where necessary. What We’re...
Expectations or custom SQL assertions) and define quality standards to detect schema drift, null rate spikes, and volume anomalies...
detection, exploit signal monitoring. Build AI-specific incident playbooks: hallucination incidents, governance policy drift...
for orchestrating AI tools and context. ML Techniques: Isolation Forest, PSI/KSI drift detection, model retraining. Vision Models: ViT...
models, including dataset integrity, bias checks, model drift monitoring, and functional/non-functional validation.../evaluation, drift monitoring), and AI-assisted testing concepts (prioritization, flaky test detection, anomaly detection...
with Policy Controller. Enable GitOps practices for CI/CD and drift detection across clusters. Operations & Reliability... and remediate drift detection issues. Collaborate with security teams to ensure cloud-native security best practices. Leadership...