to interpret model performance, bias, drift, and physical consistency. Create data and model introspection tools that allow...
detection and confidence-scored safety gating to monitor drift, misalignment, or policy violations. Develop introspection APIs...
telemetry pipelines to monitor real-world model performance, data drift, and system health. Requirements Masters/PhD...
., precision, recall, lift, drift), and experimentation. Bachelor's or Graduate degree in a technical field (e.g., Computer...
detection and confidence-scored safety gating to monitor drift, misalignment, or policy violations. Develop introspection APIs...
& Continuous Verification Develop regression and validation frameworks tailored for agentic orchestrations to detect drift...
. Develop diagnostic analytics dashboards to interpret model performance, bias, drift, and physical consistency. Create data...
, configuration, patching, drift detection, and lifecycle workflows using PowerShell, Python, Terraform, or Ansible. Integrate server...
for regression / classification, Bias, overfitting, drift, and robustness issues. Experience with the following: NLP...
training, versioning, deployment, and monitoring of model drift Performance Engineering: Debug, optimize, and tune the...