Data science leader with 18 years direct experience in machine learning, prediction, databases, analytics, and AI. Proven experience in building and modernizing data science enterprises. Special focus on communicating complex technical material to all audiences from front-line staff to senior leadership. Established researcher with 20+ peer-reviewed publications.