Associate Principal, Advisory - D&A and Intelligent Automation
KPMG in Belgium
Daphne has more than 10 years of experience in the financial sector and insurance (life and non-life). She recently joined KPMG where she is involved as data expert in financial and insurance assignments for KPMG.
She built up broad theoretical and practical knowledge and skills in the banking and insurance environment, such as modelling (pricing, value creation, risks), data transformation, and AI projects such as the project at BNP Paribas Fortis:
The prediction of the behavior of a client regarding the composition of his portfolio (sell/buy specific products) in the case that the interest rate increases or decreases. The model that was used, is a Xg-boost.
MSc Actuarial Sciences – Vrije Universiteit Brussel (VUB)
MSc Mathematics – Vrije Universiteit Brussel (VUB)
MSc Management – Vrije Universiteit Brussel (VUB)
Candidate member of the Belgian Actuarial Institute (IABE)
Programming: R, Python, SQL (basics)
Data Analytics: GLM, Telematics Insurance, Fraud Detection, Machine Learning
Life Insurance: Projected Mortality, Stochastic Modelling
on-Life Insurance: Pricing