Senior leader and seasoned Engineering executive with experience in designing and building language-based computer systems. I've had the good fortune to spend the last three decades working with various aspects of getting computers to process language to help humans do their work. Because of the length of my experience, I understand the strengths of each of the technological innovations in NLP -- rule-based, statistical, deep learning, and generative AI.