Experience
Publications
Read their latest work
Article
Drought 2022 – Analysis of subsidence risk in France
11 July 2022 - by Rémi Bellina, Antoine Rainaud, Gabriel Fauchet, Loup Ortiz
According to the study Impact of climate change on insurance by 2050, produced by the FFA, the cost of climate-related claims should double over the period 2020-2050.
Article
Potential data sources for life insurance AI modelling
22 April 2022 - by Bartosz Gaweda, Christoph Krischanitz, Rémi Bellina, Jeff Anderson, Joe Long, Noriyuki Kogo, Saiki Justin Makino, Scott Chow
As traditional insurers face competition from startups, they are well positioned to harness vast amounts of new data with the help of their actuarial teams.
Article
The use of artificial intelligence and data analytics in life insurance
29 November 2021 - by Fanny Pouget, Rémi Bellina, Mehdi Echchelh, Karol Maciejewski, Christoph Krischanitz, Bartosz Gaweda, Raymond van Es, Talex Diede, Kshitij Srivastava, Nathan Wilbanks, Michael Hoyer, Clement Bonnet
The emergence of data analytics and machine learning is providing insurers and reinsurers with new insights into how they drive and monitor their business.
Article
Automatic extraction of COVID-19 epidemiological parameters using Natural Language Processing
14 May 2020 - by Rémi Bellina, Cedric Mea, Floriane Moy, Alexandre Boumezoued, Amal Elfassihi, Eve Titon
This paper explores the potential and the challenge of using BERT, a Natural Language Processing framework, to automate the task of gathering input information and assisting experts for COVID-19 studies.
Article
Applications of data science to non-life reserving
17 June 2019 - by Rémi Bellina, Loup Ortiz
This paper explores data science applications in reserving from data management through to analysis and all the way to reporting.
Article
A European insurance leader works with Milliman to process raw telematics data and detect driving behaviour
31 May 2018 - by Rémi Bellina, Antoine Ly, Fabrice Taillieu
This article focusses on the future of motor insurance and telematics, providing feedback on some of the projects led by Milliman's analytics team.