Cassie Shum is Vice President of Ecosystem, Product Engineering at RelationalAI, where she leads teams in designing and deploying production AI systems built on knowledge graphs. Previously at Thoughtworks, she worked across industries to architect data platforms and AI solutions that bridge cutting-edge research with enterprise realities. Cassie specializes in GraphRAG, agentic workflows, and building AI systems that are robust, explainable, and production-ready.