Strong understanding of modern AI platforms, Large Language Models (LLMs), retrieval-augmented generation (RAG), AI evaluation, guardrails, and lifecycle management (evaluation harnesses, tracing, red-teaming), agentic workflow patterns, and related cloud-native AI services. We use three strategic scientific platforms of plasma fractionation, recombinant protein technology, and cell and gene therapy to support continued innovation and continually refine ways in which products can address unmet medical needs and help patients lead full lives.