She works closely with the extreme-scale community on AI-driven solutions and focuses her Data Science Ph.D. work on Quantum Machine Learning, bridging Quantum software and Algorithm development for Classical and Quantum Computers. Dr. Melvin advises C-Suite executives on innovation, regulation, and monetization strategies, and serves as a board advisor for non-profits in Intelligent & Autonomous Ecosystem development, while working with a global team of quantum researchers to advance technology in computing, global positioning, signal processing, and communication.