to interpret model performance, bias, drift, and physical consistency. Create data and model introspection tools that allow...
and online/batch inference at scale. Configure robust monitoring for model/data drift, security telemetry, and pipeline.... Experience with model registry, drift detection, and observability (metrics/traces/logs) for ML services. Ability to implement...
of Daily Calibration/Precision Calibration /response time tests/drift checks of monitoring instruments. Review open leaks...
performance, bias, drift, and physical consistency. Create data and model introspection tools that allow engineers to inspect...
: Intelligent data quality validation and anomaly detection Automated schema drift detection and impact analysis Query...
telemetry pipelines to monitor real-world model performance, data drift, and system health. Requirements Masters/PhD...
to interpret model performance, bias, drift, and physical consistency. Create data and model introspection tools that allow...
. Develop diagnostic analytics dashboards to interpret model performance, bias, drift, and physical consistency. Create data...
, observability, drift monitoring, model tracking, and infrastructure automation to ensure production-grade, stable, and compliant... tracking, data/model drift alerts, and basic retraining triggers in collaboration with data science teams. Manage...
& Continuous Verification Develop regression and validation frameworks tailored for agentic orchestrations to detect drift...