Ph.D. Oana Frunza is a natural language processing and machine learning researcher at Morgan Stanley. Her research interests are in the field of artificial intelligence, particularly in natural language understanding, information extraction, automatic text classification, medical and financial informatics. Oana obtained her doctorate degree from University of Ottawa, Canada, in 2012 with the thesis Personalized Medicine through Automatic Extraction of Information from Medical Texts. She is the recipient of several awards and scholarships, author of more than 20 works that have been published in prestigious journals, conferences, book chapters and one book. Prior to joining Morgan Stanley she worked as a senior researcher at Nuance Communications.