Cloud Solution Architect and Researcher with 25+ years in software development and research. Committed to leveraging AI to address complex real-world challenges with societal impact. Specializes in applying Graph Neural Networks (GNN) within Cloud/Edge/Hybrid Machine Learning frameworks. Engages in transformative projects and open-source collaborations to connect theoretical research with practical applications. The recent focus on extending the Generative AI and Agentic frameworks through Agency 5051 is an initiative that brings agentic RAG workflows to real-world compliance, licensing, and certification platforms in the public sector.