Graduation Shivani Ramhit June 11, 2019 Graduation Shivani Ramhit We are pleased to announce the graduation of Shivani Ramhit from AMD Group. The title of her thesis is A data-driven approach for the prediction of electronic energy levels of 2D metarials.