like Databricks and Palantir to visualize key model metrics like model drift, Shapley values etc. Productionize ML: Build repeatable...: Implement end-to-end monitoring, data validation, model/drift checks, and alerting SLA/SLOs. Governance & Risk: Enforce model...
Implement CI/CD pipelines for ML workflows Monitor model performance, drift, and reliability in production Cloud & Platform...
drift, and establish automated retraining processes. Enforce AI/ML governance, security, compliance, and responsible...
and operate Ansible roles and playbooks for configuration, patching, compliance baselines, application deployment, and drift...
infrastructure for performance, reliability, and cost Establish observability (monitoring, logging/tracing, data quality, drift... with Databricks Establish observability (monitoring, logging/tracing, data quality, drift alerting) and track SLO's Familiarity...
Strategy & Automation Implement modern MLOps practices-model tracking, versioning, monitoring, drift detection, automated...
MLOps pipelines supporting model deployment, and monitoring. Implement model performance, drift, bias, and data quality...
o Add-on services bootstrap (identity, DNS, PKI, monitoring/logging) o GitOps-driven cluster configuration and drift management Ensure...
for routine monitoring purposes, repair verification, and comparative monitoring evaluations. Perform calibrations and drift...
, and maintain Ansible roles/playbooks for OS builds, patching, configuration drift remediation, middleware/app deployments...