strategies such as: proper and thorough evaluation of ML models in production, detecting data/covariate/concept drift, leveraging...
strategies such as: proper and thorough evaluation of ML models in production, detecting data/covariate/concept drift, leveraging...
infrastructure ensures adherence to standards, provides insight into drift detection, and guarantees consistent infrastructure...
infrastructure ensures adherence to standards, provides insight into drift detection, and guarantees consistent infrastructure...
frameworks to track model drift and accuracy over time. Working knowledge of data visualization and narrative storytelling...
in anticipating API changes, schema drift, and downstream impacts in production environments Mindset & Leadership Systems thinker...
pipelines with strong MLOps practices, including versioning, CI/CD, monitoring, drift detection, explainability, and fairness... datasets Experience with ML engineering and MLOps, including model versioning, CI/CD for ML, monitoring, drift detection...
. Manage security and compliance by utilizing AI agents to detect configuration drift and auto-generate compliant updates...
drift, or delayed feedback loops. Experience reasoning about interference, carryover effects, time-varying treatments...
, and improvements. Streamline vulnerability remediation outcomes and engineer continuous system resiliency, adaptability, drift...