Développement d’un compilateur AOT pour Python

Le projet porte sur le développement de fonctionnalités d’un compilateur pour Python (un logiciel produisant des instructions machine pour le langage de programmation Python). Le développement de ces fonctionnalités augmentera la compatibilité du compilateur avec la syntaxe de Python et permettra d’obtenir des gains de performance. Ces deux points faciliteront l’adoption de cette technologie par […]

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Synthetic Data Case Studies

Replica Analytics provides technology for generating synthetic data. This data is generated from real data. Although it shares statistical properties with real data, it is not real data. Replica Synthesis is Replica Analytics’ flagship product that generates synthetic data. The intern will carry out a case study by identifying real data to generate synthetic data, […]

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Data Drift Detection and Monitoring

When a previously trained machine learning model is put into production, the production phase begins where said model makes predictions on the inputs provided to it. When the distribution of production data changes over time, we talk about data drift. Then the model is likely to become less efficient, or even obsolete. The project consists […]

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Développement d’une méthode non-supervisée d’apprentissage profond pour la détection de défaillance à partir de signaux acoustiques et vibratoires

L’objectif du projet est d’automatiser la reconnaissance des signaux acoustiques et vibratoires a l’aide d’un modele d’apprentissage profond. Cette reconnaissance est la premiere etape du developpement d’un modele de pronostic et de suivi de !’evolution de la degradation des alternateurs. Ces signaux sont issus de mesures effectuees periodiquement sur les alternateurs durant leur fonctionnement. Les […]

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An automatic syringe filling system that uses robotic arms controlled by deep learning algorithms to help pharmacy technicians with their tasks

In certain scenarios, in the hospitals, oral medications need to be administrated in a liquid form using syringes in order to avoid complications such as asphyxiation due to the blocking of airways, which is common in children. Consequently, a pharmacy technician may need to fill up hundreds of syringes per day for different units at […]

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Social media rebrand and development of innovative shareable infographics

eMotors Direct requires innovative infographics to educate potential customers of our blog posts and our products. The intern will research our products and blog posts to gain an understanding of those products and help clients become better informed. Creating innovative infographics will help clients become more informed and will position the company as an expert-in-our-field. […]

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AI-enabled Personalized Product Recommendation System

Online shopping has been growing rapidly in the last decade, especially since the COVID pandemic when citizens tend to stay home to avoid crowded areas, e.g., shopping mall. ShopHopper is on a mission to modernize local shopping by making it as easy to shop locally as it is to shop on Amazon. We are building […]

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AI for Extraction of Biomedical Signals from Headphones

In an age of so many new wearable devices, e.g., smartwatches, glasses, rings, clothing, and so on, headphones can be recognized as the first widely adopted wearable device. They have been around for more than a century and have been used mostly as an output device for listening to music, or, in the recent decades, […]

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AI-powered SaaS Cybersecurity chatbot

CloudConseils is a startup that offers next-generation cloud security solutions and cloud consulting services. We are focusing on the security, development and migration of cloud applications and SaaS in AWS and Azure. Identifying and remediating cybersecurity issues of Software-as-a-service (SaaS) and cloud-based applications is an essential and expensive task, specifically, for organizations that do not […]

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Algorithmic and Software Progress in Symbolic Computation

In recent years, research in computer algebra has expanded beyond its traditional territories, such as exact linear algebra and formal solutions of partial differential equations, to enter new arenas, such as symbolic analysis and polyhedral geometry. The proposed research projects will expand the scope of computer algebra systems (CAS) into these two new areas. They […]

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Application du ML pour la détection de mots-clés dans divers types d’articles d’un site web

L’arrivée chez Tastet de l’intelligence artificielle a permis de proposer un service automatisé de recommandations d’adresses pour les utilisateurs inscrits, et ce service s’ajoute à l’activité première du site : l’analyse et la promotion des bonnes adresses selon des critères humains. Il est important pour Tastet de continuer sa mission en utilisant l’IA convenablement pour […]

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Verified Engagement Platform Backend Implementation, Integration, and Commercialization

The past two years have shown increasing distrust through online division, polarizing protests and strikes, and destructive riots. This problem has gotten worse due to our unverified, disorganized, and time consuming citizen and stakeholder engagement systems, especially social media, focus groups and town halls, and voting. In order to solve the problem of increasing distrust […]

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