Roy is a seasoned AI and HPC leader with more than a decade of experience delivering state-of-the-art AI solutions. Roy has directed large-scale AI projects working in the defense sector, and led the mass adoption of GenAI in its organization, building end-to-end on-premise AI capabilities including LLM serving, multimodal semantic search, RAG, fine-tuning, and evaluation pipelines. Roy has joined Red Hat in 2025 through the Jounce acquisition, where he was the CEO.