Ray is a seasoned AI/ML leader with over a decade of experience delivering enterprise AI solutions and managing cross-functional teams. As the Director of Pre-Sales Engineering at Snorkel AI, he leads the MLSE team for the Americas, focusing on building a high-performing pre-sales practice, driving technical excellence in customer engagements, and enabling enterprise adoption of programmatic data labeling and AI model development.