Axel Pantzare is a Machine Learning Engineer at Viking Analytics in Gothenburg, Sweden, where he develops the behavior-based analytics behind the Multiviz condition monitoring platform. His work focuses on automatic fault detection and prioritisation from wireless vibration data on industrial rotating machinery, turning large sensor fleets into a short list of machines that need attention. At AIMET 2026 he presents “Automatic Fault Detection in Metal Manufacturing via Wireless Vibration Monitoring Using Behavior-Based Analytics”, co-authored with Sergio Martin del Campo.