Experience

Smile Versicherung

• Switzerland
• Insurance
• 1 - 100 Employee

• Leiter Technical Center

  • Jan 2020 - Present

• Leiter Pricing & Data Analytics

  • Dec 2018 - Dec 2019



ETH Zürich

• Switzerland
• Higher Education
• 700 & Above Employee

• Parttime Lecturer

  • Feb 2018 - Present

  Data Analytics for Non-Life Insurance PricingWe study statistical methods in supervised learning for non-life insurance pricing such as generalized linear models, generalized additive models, Bayesian models, neural networks, classification and regression trees, random forests, gradient boosting machines and support vector machines. Moreover, we present unsupervised learning methods applied to telematics car driving data.



AXA

• France
• Insurance
• 700 & Above Employee

• Head Advanced Pricing Lab

  • Jan 2017 - Nov 2018

• Pricing Actuary

  • Aug 2009 - Dec 2016



ETH Zürich

• Switzerland
• Higher Education
• 700 & Above Employee

• Statistical Consultant

  • Jun 2003 - Oct 2004

  I've been working as a statistical consultant, aminly for PhD students from different areas, supporting them with the statistical analyses and implementation in different kind of software. Furthermore I have done several data analyses for clients and educated students in the application of the statistical software SAS, R, SPSS and Systat.