Financial engineering has rapidly evolved in last decade and will continue to evolve in the future as data and technology become more heavily applied. As pioneers in the field of financial engineering, Columbia University faculty, researchers, and students have played a large role in revamping traditional methods of financial engineering by incorporating innovative machine learning and deep learning techniques.  Our use of fully AI-based methodologies have been ideated and developed in close collaboration with industry and industry executives.