AI Engineer
) to extract features and actionable insights. - Monitor data quality, detect bias, and manage model/data drift in production...
) to extract features and actionable insights. - Monitor data quality, detect bias, and manage model/data drift in production...
, middleware, or file-based exchanges Establish validation checks, alerts, and reconciliation routines to prevent data drift...
model drift and performance. MLOps: Proficiency in versioning and deploying models in cloud environments (Azure/AWS...
Terraform plan/apply failures and resolve configuration drift. Refactor legacy or manual Azure resources into Terraform-managed...
for model validation, performance monitoring, and drift detection in production environments. Collaborate closely with data.... Expertise in model monitoring, drift detection, and performance optimization for production models. Strong understanding...
detection, exploit signal monitoring. Build AI-specific incident playbooks: hallucination incidents, governance policy drift...
, completeness, drift). Partner closely with Data Science on Model Development & Design, leakage prevention, calibration, bias...
detection, exploit signal monitoring. Build AI-specific incident playbooks: hallucination incidents, governance policy drift...
, MLflow, Weights & Biases). Strong understanding of observability and evaluation for generative systems (bias, drift...
Monitor environment health and proactively identify: Configuration drift Technical debt Stability risks Build...