Alexander Jenkins
I am currently an ML Associate at J.P. Morgan’s Machine Learning Centre of Excellence, working in the Time Series and Reinforcement Learning team.I completed my PhD in the Department of Electrical and Electronic Engineering at Imperial College London, supervised by Prof Danilo Mandic and Prof Fu Siong Ng. My research developed methods for prediction and uncertainty quantification in complex spatiotemporal systems using graph neural networks, with a particular application to modelling the spatiotemporal dynamics of chaotic electrical flow in the fibrillating heart. This work resulted in publications at ICML and IEEE journals, presentations at NeurIPS and AAAI workshops, and two filed patents.
I have additional experience spanning academic research, finance, and technology, including positions at University of Oxford, IDSIA (CH), and Hummingbird Venture Capital.