and manage security testing methodologies (e.g., adversarial testing, data drift monitoring) specific to machine learning models...
, monitoring, drift detection) with Azure-native MLOps components. Infrastructure & Cloud Architecture Design highly...
complex issues across hardware + software + networking (timing drift, dropped frames, driver issues, flaky connections...
such as data drift, bias, adversarial attacks, or compliance exposure Experience with embedding AI governance and risk controls...
, MFA/privilege, config drift, audit readiness). Collaboration & Training: Advise O&E and engineering teams on secure...
, drift pins, and pneumatic tools. May guide and direct dump trucks while backing up to the machine hopper. Ability...
., monitoring for Data Drift and Model Decay). Cloud Infrastructure: Experience with cloud-based ML platforms (e.g., Azure ML, AWS...
and signal-chain issues under live production conditions, including RF interference, clock drift, network congestion, and digital...
-conformances - such as component specification drift and manufacturing process improvements - to administrative functions...
. Cloud Infrastructure & Reliability Operate secure cloud platforms (AWS) via IaC (Terraform/Pulumi) with drift detection..., versioning, policy checks, drift detection). Observability at scale (logs/metrics/traces, alerting design, SLOs) and incident...