Karen Stafford

Evaluated AI-generated clinical content for accuracy, safety, and compliance with evidence-based guidelines.

Evaluated recommendations for safety and completeness, delivering structured feedback to development teams.

Oversaw AI output quality to ensure patient-centered neutrality and adherence to risk management principles.

Utilized ICU clinical expertise and regulatory knowledge to enhance AI model development.

Provided high-acuity care and risk-based clinical decision-making for critically ill patients.

• Served as charge nurse and preceptor, mentoring staff on clinical judgment, patient safety, and escalation protocols.

• Identified potential safety risks and implemented interventions to prevent adverse outcomes.

• Collaborated with interdisciplinary teams to standardize documentation, improve care processes, and ensure adherence to clinical guidelines.