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A natural innovator and problem solver, he has the experience that spans more than 25 years of engineering, team and project management. He managed a worldwide of Engineering Team across 5 continents with a hands-on approach. He developed Predictive Analytic algorithms to support leading edge projects in predictive performance, predictive maintenance, and predictive failure. He created AI data-gathering algorithms to support AI initiatives for various equipment, apparatus and systems. He has experience in Predictive Analytics engineering and AI innovation in the agricultural, offshore oil and gas, shipping fields, and for the U.S Navy. Mechanical, piping and HVAC system engineering and design for automated agricultural systems, oil exploration and drilling, ships, military, NASA, and other land and sea industries has been the focus for most of his professional career.