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
生命保険のAIモデリングの潜在的データソース
22 April 2022 - by Bartosz Gaweda, Christoph Krischanitz, Rémi Bellina, Jeff Anderson, Joe Long, Saiki Justin Makino, Scott Chow
伝統的生命保険会社は、スタートアップ企業からの競争に直面しています。このような時だからこそ、数理部門の助けを受けて、膨大な新しいデータを活用する格好の状況です。
Article
生命保険における人工知能とデータ分析の利用
29 November 2021 - by Fanny Pouget, Rémi Bellina, Mehdi Echchelh, Christoph Krischanitz, Bartosz Gaweda, Raymond van Es, Talex Diede, Kshitij Srivastava, Nathan Wilbanks, Michael Hoyer, Clement Bonnet
データ分析および機械学習の出現は、保険会社および再保険会社に対し、自社のビジネスを解析・モニターする方法に新たなインサイトを提供しています。
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
損害保険準備金積み立てへのデータサイエンスの応用 (英語版のみ）
17 June 2019 - by Rémi Bellina, Loup Ortiz
本稿では、データ管理から分析を経て報告に至るまでの全ての準備金積み立てプロセスへのデータサイエンスの応用について探ります。
Article
テレマティクスの生データの処理と運転行動の検出で、欧州保険会社のリーダーがミリマンと協力（英語版のみ）
31 May 2018 - by Rémi Bellina, Antoine Ly, Fabrice Taillieu
本稿は、自動車保険とテレマティクスの将来に着目し、ミリマンの分析チームが率いたプロジェクトのフィードバックをお伝えします。
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.