Red Hat AI Factory with NVIDIA is a co-engineered, enterprise-grade AI solution for building, deploying, and managing AI at scale across hybrid cloud environments.
I am a Principal Machine Learning Engineer at Red Hat, specializing in the deployment and performance evaluation of Large Language Models (LLMs). My current initiatives involve enhancing LLM inference capabilities and designing comprehensive benchmarking frameworks to advance scalable, open-source AI adoption.
Explore AI agent harness architecture. Learn why capabilities move into the model while permissions, sandboxing, and policy must be enforced as infrastructure.