Zohreh Shams

Senior Research Scientist at Babylon
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Contact Information
us****@****om
(386) 825-5501
Location
United Kingdom, UK

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Experience

    • United Kingdom
    • Hospitals and Health Care
    • 100 - 200 Employee
    • Senior Research Scientist
      • 2022 - 2023

      - Personalised decision-making using causal bayesian inference - Active feature acquisition using deep learning and reinforcement learning

    • United Kingdom
    • Research Services
    • 700 & Above Employee
    • Senior Research Associate, Department of Computer Science and Technology
      • 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

    • Research Associate, Department of Computer Science and Technology
      • 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

    • United Kingdom
    • Higher Education
    • 1 - 100 Employee
    • Junior Research Fellow
      • 2017 - 2020

    • United Kingdom
    • Higher Education
    • 700 & Above Employee
    • Visiting Researcher
      • 2014 - 2016

      Aberdeen, United Kingdom

    • United Kingdom
    • Higher Education
    • 700 & Above Employee
    • Teaching Assistant
      • 2012 - 2016

      Teaching Software Engineering, Discrete Mathematics and Designing Interactive Systems

    • Research
    • 1 - 100 Employee
    • Research Assistant
      • Oct 2013 - Nov 2013

      Tokyo, Japan Investigated artificial reasoning in legal domains and its implementation using declarative programming

    • United Kingdom
    • Information Technology & Services
    • 1 - 100 Employee
    • Market Research Analyst
      • 2010 - 2010

      Slough Reviewed the competitive analysis of IT market for SMEs as a part of a collaborative project between academia and industry

    • Network Analyst
      • 2009 - 2009

      Tehran, Iran Assisted the trouble shooting of central Tehran’s telecommunication network

Education

  • University of Bath
    PhD, Artificial Intelligence
  • University of Surrey
    MSc (Distinction), Information and Business System Engineering

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