Start time: 11.00 am
End time: 12.00 noon
This event will be run as a live webinar using Zoom. Click here for information on using Zoom.
This session will discuss ethical issues in the use of data such as unfairness and unintended discrimination. We will see some examples and approaches aimed at increasing the trustworthiness of our modelling and use of data by being aware of ethical considerations, the need for transparency, explainability and auditability. This session will also review some potential approaches that insurers can take to enhance their governance frameworks to oversee this topic. There will be a particular focus on pricing but the rationale and applications are relevant to the use of advanced modelling in general, including machine learning and artificial intelligence.
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The recording of this event is now available on:
Chair: Noel Garvey, KPMG
Noel Garvey: Noel is managing director in KPMG’s actuarial practice. He has over 20 years of experience in the non-life insurance industry and is responsible for heading up the non-life actuarial services practice in KPMG Ireland. Prior to joining KPMG over 14 years’ ago, Noel was the Chief Actuary and a member of the senior management team of an international non-life reinsurance company. He began his career in Aviva Insurance Europe SE – formerly Hibernian Insurance Limited where he was the Pricing Actuary at the time of leaving.
Pedro Ecija Serrano: Pedro is a Fellow of the Society of Actuaries in Ireland and has over 20 years of experience across life and general insurance. He is the Head of Actuarial and Analytics in Grant Thornton and, in addition to his work in insurance, he has significant experience helping companies with data analytics and machine learning topics. He is the Chair of the SAI’s Data Analytics Committee, a co-organiser of Dublin Data Science and a member of EIOPA’s Experts Group on Digital Ethics, where he chairs the governance working group.
Professionalism Training: This event includes Professionalism Training.