Build observability into data pipelines with monitoring, alerting, and dashboards for latency, drift, and failures...
, stress-tests, drift detection. - Optimize models and pipelines for performance, cost, and efficiency. - Ensure...
security indicators, IAM changes, and compliance drift concerns. Participate in working groups, inheritance discussions...
practices: evaluation harnesses, monitoring and drift detection, data pipelines, and human-in-the-loop processes. Familiarity...
as well. Sensors and vehicle calibrations can drift unexpectedly, which if undetected significantly harms the quality...
in production. Investigate failure modes, edge cases, and drift (e.g., low-quality responses, latency spikes, low adoption...
collaboration effectiveness, latency, stability, and cost. Build quality assurance and risk controls: drift & anomaly monitoring...
regressions, calibration drift, and performance anomalies in close partnership with Ads Infra teams. Drive innovation by staying...
regressions, calibration drift, and performance anomalies in close partnership with Ads Infra teams. Drive innovation by staying...
components for cross-team use Develop frameworks for data validation, drift detection, and auditability Ensure compliance...