production deployment , containerization , Pytorch, MLops, Openshift, Kubernetes, Application Architecture, data pipelines, LLMOps, Red Hat AI Platform, vLLM, Kubeflow, agile DevOps, AI ML systems, generative AI techniques, hardware accelerators, development expertise, distributed workloads, AI technologies, ISV partner integrations