Zohreh Shams
Senior Research Scientist at Babylon- Claim this Profile
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Bio
Experience
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eMed Healthcare UK
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United Kingdom
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Hospitals and Health Care
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100 - 200 Employee
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Senior Research Scientist
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2022 - 2023
- Personalised decision-making using causal bayesian inference - Active feature acquisition using deep learning and reinforcement learning
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University of Cambridge
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United Kingdom
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Research Services
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700 & Above Employee
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Senior Research Associate, Department of Computer Science and Technology
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2019 - 2022
Explainable algorithmic decision-making using machine learning and machine reasoning in an interdisciplinary project hosted by Mark Foundation Institute for Integrative Cancer Medicine • Concept learning and disentanglement learning approaches that aim at explaining deep neural networks in terms of high-level units of information referred to as concepts • Rule learning from deep neural networks for explainable decision-making and counterfactual reasoning • Unsupervised heterogenous… Show more Explainable algorithmic decision-making using machine learning and machine reasoning in an interdisciplinary project hosted by Mark Foundation Institute for Integrative Cancer Medicine • Concept learning and disentanglement learning approaches that aim at explaining deep neural networks in terms of high-level units of information referred to as concepts • Rule learning from deep neural networks for explainable decision-making and counterfactual reasoning • Unsupervised heterogenous data integration using deep learning
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Research Associate, Department of Computer Science and Technology
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2016 - 2019
Cambridge, United Kingdom knowledge representation and reasoning in an interdisciplinary project with cognitive scientists and industrial partners (Nokia Bell Labs, Finland): • Theorem proving for ontology engineering guided by user studies • Design of quantitative and qualitative cognitive user studies • Supervision of undergraduate and master’s research projects in the areas of ontology reasoning
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Wolfson College
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United Kingdom
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Higher Education
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1 - 100 Employee
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Junior Research Fellow
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2017 - 2020
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University of Aberdeen
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United Kingdom
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Higher Education
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700 & Above Employee
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Visiting Researcher
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2014 - 2016
Aberdeen, United Kingdom
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University of Bath
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United Kingdom
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Higher Education
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700 & Above Employee
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Teaching Assistant
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2012 - 2016
Teaching Software Engineering, Discrete Mathematics and Designing Interactive Systems
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National Institute of Informatics
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Research
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1 - 100 Employee
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Research Assistant
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Oct 2013 - Nov 2013
Tokyo, Japan Investigated artificial reasoning in legal domains and its implementation using declarative programming
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Avco Systems
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United Kingdom
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Information Technology & Services
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1 - 100 Employee
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Market Research Analyst
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2010 - 2010
Slough Reviewed the competitive analysis of IT market for SMEs as a part of a collaborative project between academia and industry
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Network Analyst
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2009 - 2009
Tehran, Iran Assisted the trouble shooting of central Tehran’s telecommunication network
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Education
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University of Bath
PhD, Artificial Intelligence -
University of Surrey
MSc (Distinction), Information and Business System Engineering