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Set: Machine Learning





Creation of a classification of life insurance policies
20 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. Création (ou plutôt mise à jour) d’un classement des contrats d’assurance-vie à partir de la méthode Électre : There are several rankings of life insurance policies on the Internet. However, these rankings can be biased and are often calculated according to different criteria. […]


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Social network trends for asset price prediction
19 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024 Using social network trends to predict share prices The aim of the project is to detect information on social networks that can be used to optimise the choice of portfolio components. The aim is to detect trends (upward/downward) in a share or group […]


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AI algorithms for outlier detection
19 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024 Use of AI algorithms to detect outliers in historical market finance data (prices, volatilities, etc.): The objective of this project is to use several artificial intelligence algorithms (the group is free to choose the algorithms and justify their relevance) to detect outliers in […]


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Mobile application from RTA (Responsible Tourism Advisor)
19 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024 Overview: (RTA) is a web-based solution that provides an independent platform for educating, evaluating and promoting responsible practices by tourism operators. It is an interactive platform between tour operators and their customers, allowing everyone to be informed about the level of sustainability of […]


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Creation of a tool to model longevity risk (team 206)
19 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. Moneom’s aim is to financialise real estate through property stripping and crowdfunding. One of the products marketed will be based on life annuities. To achieve this, the students will take an existing Excel model (with code) and modernise it. This model incorporates numerous […]


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ALIS project: Communication for Locked-In syndrome
18 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. The ALIS association supports people suffering from Locked-In Syndrome (https://alis-asso.fr/). Following a stroke, these people have virtually no mobility and often interact using an oculometer (interaction with the eyes using a screen to replace the use of a mouse). In order to improve […]


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KCS02 : Automatic trade booking via NLP
18 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. A broker’s trading room is an environment where traders carry out financial transactions on a daily basis. They often use Bloomberg chats, which are electronic conversations on a terminal to communicate with other traders and clients. These chats contain the information needed to […]


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Is it better to buy or rent?
18 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. The aim of this project is to create an Excel model in order to answer the following question: based on different individual profiles, is it better to buy or remain a tenant in the current context of rising interest rates? To do this, […]


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Creation of an asset assessment tool
17 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. The aim of this project, in partnership with Killian Payen (actuary/CGP), is to create a tool for independent financial advisers and private individuals to draw up a wealth balance sheet (which will involve simulating all the financial products, calculating the value at risk […]


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Blockchain Security / DevOps
17 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering cycle, 2023-2024. # Our challenges We want to train and reassure our customers by illustrating situations and explaining use cases. This involves writing technical documentation, developing unit tests and deploying solutions with a versioning system. # Your role We offer different objectives depending on the […]


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Study of the low-cycle fatigue life of aeronautical Al structures
14 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. Study of the low cycle fatigue life of aeronautical aluminium 1- Introduction: In the aeronautical sector, the most critical failure mode is essentially due to fatigue. Fatigue, or ‘fatigue damage’, is the phenomenon of the appearance and propagation of micro-cracks due to cyclic […]


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Design of a hail protection system for vineyards (team 205)
14 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. Climatic hazards, such as hail, can be devastating for a winegrower, or even for an entire appellation. One important factor, which has evolved considerably in recent years, is the effectiveness of weather forecasts. The project: To design a robotised system in kit form […]


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