Pre-sales Applied AI engineer serving as technical advisor for enterprise Claude adoption: design and evaluate LLM solutions, build scalable ML infrastructure, implement safety/guardrails and CI/CD, create eval frameworks, coordinate across sales/product/engineering, and support deployment and knowledge transfer while tracking LLM capabilities and integration patterns.