. Quality & Reliability Implement monitoring and alerting to track model performance and detect issues such as data drift...
. Quality & Reliability Implement monitoring and alerting to track model performance and detect issues such as data drift...
) circuits. Develop fixtures, calibration flows, and test plans;characterize linearity, repeatability, drift, bandwidth...
/AI infrastructure management (e.g., provisioning, monitoring, drift detection, lifecycle management) and ensure compliance with industry.../AI (latency/throughput SLAs, model drift, resource usage dashboards). Experience with Ray for end-to-end workflows to scale data...
strategies such as: proper and thorough evaluation of ML models in production, detecting data/covariate/concept drift, leveraging...
drift. Build and maintain CI/CD integrations for vulnerability scanning, policy validation, and data protection controls...
, configuration, patching, drift detection, and lifecycle workflows using PowerShell, Python, Terraform, or Ansible. Integrate server...
, LIME, bias metrics, drift/calibration). Partner with creative and UX teams to produce visually compelling and context... or Medicaid/Medicare domains and equity or evaluation methods Experience integrating ML outputs into dashboards (SHAP, drift...
for regression / classification, Bias, overfitting, drift, and robustness issues. Experience with the following: NLP...
, containerization, and deployment to production environments. Monitor deployed models for performance drift, latency, and reliability...