Benjamin Squire is a Senior Developer Advocate at Neo4j, where the focus is on bringing graph technologies to enterprise businesses wherever their data lives. Benjamin is an established leader with more than 10 years of experience applying machine learning across marketing and ad segmentation, graph analytics and budget optimization. Past projects include look-alike marketing, text and social media analytics, identity and knowledge graphs, forecasting, A/B testing, and an optimal bid price engine built with Mixed Integer Programming. Benjamin speaks and teaches on how context, ontologies and graph-based approaches such as GraphRAG make agentic AI applications more reliable, including a recent talk at Data for AI on filling in the “missed connections” in agent context, and hosted Neo4j’s first developer relations virtual user group for graph analytics. Benjamin studied at the UBC Sauder School of Business.