In a Nutshell: What I'm doing

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  Neurosymbolic AI for Few Shot Prediction of Rare Side Effects

  As an Enrichment Scheme fellow at the Alan Turing Institute, I am using neurosymbolic approaches for few shot prediction of rare side effects in a clinical dataset.

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  Drug Discovery and Mechanism of Action Deconvolution

  In a partnership with Enveda Biosciences, I developed a neurosymbolic model for deconvoluting drug mechanisms of action.

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  Neurosymbolic Methods for Reasoning over Knowledge Graphs

  With colleagues at the University of Edinburgh, we have created a comprehensive survey on neurosymbolic methods for reasoning over graph structures.

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  Multimorbidity Clustering and Accrual with Depression

  In a collaborative project with clinicians and statisticians at the Usher Institute in Edinburgh, I investigated how groups of physical conditions cluster, and how they accrue alongside depression.

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  Meaningful Data Fusion for Alzheimer's Disease Data

  My most recent project involves the development of a novel method for meaningful multimodal data fusion. This is a joint effort with colleagues at the Fraunhofer Institute for Algorithms and Scientific Computing in Bonn, Germany.