Alexander Jenkins
I am a PhD Researcher in the Department of Electrical and Electronic Engineering at Imperial College London, specialising in machine learning for time series and graph-structured data, supervised by Prof Danilo Mandic and Prof Fu Siong Ng.My PhD focuses on predictive modeling of non-stationary correlated time series using graph neural networks. I have developed methods for prediction and uncertainty quantification in complex spatiotemporal systems, with applications to biomedical signal processing. My research has resulted in publications at ICML and IEEE journals, presentations at NeurIPS and AAAI workshops, and two filed patents.
I have experience spanning academic research, finance, and technology, including positions at University of Oxford, IDSIA (CH), and Hummingbird Venture Capital. I am currently exploring opportunities in AI/ML upon completing my PhD in March 2026.