Ernest Bonat, Ph.D., is a Senior Software Developer and Senior Data Scientist with over 25 years experience in designing, developing and deployment database business applications. He earned a PhD. Engineering in Computer Science from Kiev Polytechnic Institute in Ukraine, after which he has had senior roles as a consultant software engineer, data scientist, mentor and teacher.