2.
Building the Guardrails & Audit Trails
• Lead the development of automated evaluation engines that stress-test products and models for prompt injection, PII leakage, toxicity, and hallucination before and after deployment.
• Partner with Engineering to integrate safety checks directly into CI/CD pipelines, ensuring that “Safety-by-Design” accelerates rather than hinders deployment.
• Build real-time monitoring tools to detect “jailbreak” attempts and model drift, ensuring rapid mitigation of live AI risks.