- Build a governed model access layer for open-weight, cloud-managed, and customer-supplied models.
- Integrate AI capabilities into product experiences and enterprise workflows across batch, interactive, and agentic patterns.
- Establish reusable patterns for evaluation, versioning, approvals, audit trails, cost control, and guardrails.
- Partner with product, engineering, security, compliance, IT, and scientific teams to introduce AI-native architectures.
- Move between assignments as business priorities shift to ensure reusability across different business areas.
- Deliver operational readiness through monitoring, evaluation harnesses, incident playbooks, and measurable SLOs.
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