for orchestrating AI tools and context. ML Techniques: Isolation Forest, PSI/KSI drift detection, model retraining. Vision Models...
injections or perturbed images to see if the model breaks or leaks sensitive data Drift Detection: Monitoring production models... for concept drift (changes in real-world data patterns) and data drift. Fairness Monitoring: Ensuring the model's outputs remain...
: Designs reusable patterns and reduces one off decisions and styling drift. AI First Operator: Uses AI tools to increase...
, and reliability. Implement model monitoring, drift detection, and automated retraining strategies;set up dashboards and alerts...
, and reliability. Implement model monitoring, drift detection, and automated retraining strategies;set up dashboards and alerts...
, duplication, and transformation drift Work closely with stakeholders to gather requirements and deliver data-driven solutions...
, inefficient jobs). Automate administration and configuration using APIs/CLI/IaC (e.g., Terraform) to reduce manual drift...
on configuration drift SME with OnTap and FSxN. Provides input and direction on alerting thresholds and configuration items. Helps...
drift monitoring tools (Evolven, Puppet, Chef, Wiz etc...) with JPMC's GRC ecosystem to align with standardized control... of modern enterprise security toolsets and their control capabilities, including security configuration and drift management...
that quantify model performance, data quality, and business impact;automate alarms for drift, bias, and SLA breaches. Mentor...