Suman Ravuri is a Staff Research Scientist at DeepMind, where he focuses on machine learning research. His research interests include deep generative models and their evaluation and creating robust machine learning algorithms for problems in speech, music, and most recently, weather prediction. He has published in venues such as Nature, Neural Information Processing Systems (NeurIPS), International Conference on Machine Learning (ICML), and The International Conference on Acoustics, Speech, & Signal Processing (ICASSP). He holds a Ph.D. in Electrical Engineering and Computer Sciences from the University of California – Berkeley, and a B.A. in Classics and B.S. in Electrical Engineering from Columbia University.