My research focuses on uncertainty quantification and robustness in machine learning.
My research interests are uncertainty quantification and robustness, machine learning, generative AI and NLP. I also have experience in quantifying financial climate risk.
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Work Experience: Mariya was a Director at Sustainable Fitch (part of Fitch Group) responsible for product development. Prior to that, she spent a number of years at top firms in asset management. She also is a DeepMind scholar, Forbes speaker, ITU (United Nations) member, member of AI 4 Climate Lab at Imperial College London, frequent guest speaker, and a start-up mentor. Mariya is recognised as one of Women of the Future: 50 Rising Stars in ESG.
Linkedin: https://www.linkedin.com/in/mariapavlova11
E-mail address: m.pavlova22@imperial.ac.uk
Masters Qualification: MSc AI, Queen Mary University of London (Distinction), DeepMind scholar
