model performance, accuracy, bias, and drift in real-world applications. * Integration & Deployment Collaborate with cross...
of attacks. Operate the configuration management program to track configuration drift over time, working with asset custodians...
& Governance: Collaborate with FinOps to automate cost-optimization and enforce Azure Policies that prevent "drift" from security...
infrastructure ensures adherence to standards, provides insight into drift detection, and guarantees consistent infrastructure...
strategies such as: proper and thorough evaluation of ML models in production, detecting data/covariate/concept drift, leveraging...
environments. Monitor model performance and recommend recalibration based on drift or business changes. Support production...
strategies such as: proper and thorough evaluation of ML models in production, detecting data/covariate/concept drift, leveraging...
, versioning, and deployment workflows (e.g., MLflow, Dataiku, or similar) Monitoring ML models, including model drift detection...
drift detection, performance tracking, reproducibility, and scalable production architecture. Experience with developing...
while spending your brain power on meticulous code reviews. You are the final gatekeeper, spotting drift that automated tools...