She, PhD is an expert in Big Data technology innovations and the applications of Machine Learning-based solutions to real-world problems. Her work on these issues covers a wide range of industries including energy, oil and gas, retail, aerospace, healthcare, and professional services. She periodically teaches Applied Analytics and Machine lLarning classes at several universities.