, managing data used in AI workflows, validating outputs, monitoring for model drift, and ensuring compliance with CMS, DHCS...
, embedding pipelines) MLOps pipelines (CI/CD, retraining, drift detection) Scalable API platforms and data engineering...
escalation and structured governance workflows for failed control tests or detected model drift, driving accountability...
, personalization, attribution, and reporting (e.g., HubSpot, 6sense, Marketo, Clearbit, Gong, Drift). Integrate AI and predictive...
;enforce schema checks in pipelines Instrument observability metrics (latency, success rate, cost, drift) using OpenTelemetry... and export to dashboards Support data QA, lineage tracking, and drift monitoring (Evidently, OpenLineage) Collaborate...
escalation and structured governance workflows for failed control tests or detected model drift, driving accountability...
response. Operate production AI systems to reliability objectives: monitor latency, throughput, drift, and cost;drive root...
, and tuning exercises.- Provide analytical insight into false positives, segmentation shifts, and model drift analysis.Governance...
of our Active Portfolio Mutual Fund and/or ETF portfolios traded on-team, as well as the highly complex Drift trading process...
and AI operations, including model versioning, deployment, monitoring, drift detection, incident response, and cost management...