AI Foundational Model Engineer

Design and build secure, scalable production enterprise AI systems using foundation models, LLMs, retrieval-augmented generation (RAG), and agentic workflows. Own production LLM applications and RAG pipelines on an AWS-hosted AI-ready platform (AIRP), covering the full LLMOps/MLOps lifecycle from experimentation to deployment, monitoring, evaluation, rollback, and continuous improvement. Implement reusable AI components, observability patterns, and risk controls while collaborating on Terraform/IaC and CI/CD.