L2M Validate / Qc Winter 2026 / AI CoPilot for Descriptive Embryo quality Grading

This project aims to develop an AI-assisted decision-support system for embryo quality assessment in in-vitro fertilization (IVF) laboratories. Current evaluation methods, such as the Gardner grading system, rely on subjective visual assessment, leading to high inter- and intra-observer variability that affects clinical decisions and training consistency. The proposed system will combine computer vision and natural […]

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L2M Validate / Qc Winter 2026 / plugs.run

Ce projet vise à simplifier la création d’applications sur plusieurs plateformes (web, mobile et bureau) grâce à une nouvelle approche basée sur des composants logiciels réutilisables. Plutôt que de recréer les mêmes fonctionnalités pour chaque système, les développeurs pourront assembler des blocs prêts à l’emploi, ce qui réduit le temps, le coût et la complexité […]

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L2M – RevolutAI: Secure and Trustworthy Artificial Intelligence for Regulated Industries

RevoluAI est une initiative issue de la recherche universitaire visant à rendre l’intelligence artificielle réellement confidentielle et conforme aux exigences de protection des données. Le projet repose sur RevoLUT, un moteur cryptographique open source qui permet d’effectuer des calculs sur des données chiffrées avec une efficacité inégalée. Grâce à cette technologie, RevoluAI conçoit des solutions […]

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L2M – Verdure Empowering Connectivity.

This project is a transformative energy technology that reimagines how electricity is delivered, expanding access to affordable power while supporting the global clean energy transition. The project is dedicated to empowering communities, particularly in underserved regions, with solutions that advance both energy access and equity.

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L2M Validate / Qc Winter 2026 / Smooth Detector: Combating Fake News in the Society with AI

The Smooth Detector project addresses the urgent problem of multimodal misinformation, fake news that combines misleading text and manipulated images, which spreads rapidly across social media and overwhelms small news organizations, fact-checkers, and public health agencies that lack the resources to combat it effectively. Smooth Detector analyzes posts across multiple formats simultaneously, identifying subtle inconsistencies […]

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L2M Validate / Qc Winter 2026 / Smart Parking

Finding available parking in busy urban areas remains a persistent challenge for Canadian drivers, particularly in metropolitan centres such as Montréal, Toronto, and Vancouver. Drivers regularly lose valuable time circling streets in search of parking before medical appointments, business meetings, events, and exams, to name a few. This inefficiency contributes to increased stress levels, financial […]

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Research, identify, develop and test innovative use cases community and societal issues to support advancing smart cities capabilities

SimplyCast is an ISO 27001:2013-certified, all-in-one hyperautomation platform that operates on a no-code basis. The management has created a distinctive Platform-as-a-Service (PaaS) solution that integrates communication, marketing, engagement, and emergency communication functionalities into a unified platform. This exceptional platform offers unparalleled capabilities for both present and future use cases. One of the major advantages for […]

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On-Prem / Sovereign AI Coding Assistant for Privacy-Constrained Tasks

This project will create a privacy-preserving AI coding assistant that runs directly on a user’s computer instead of relying on cloud services. Many organizations, such as governments and healthcare providers, cannot use cloud-based AI tools because of data security and confidentiality concerns. The system will automatically detect the user’s hardware (CPU, GPU, memory) and select […]

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Towards Explainable and Privacy-Preserving LLM Frameworks for Personalized Healthcare

This project will design, prototype, and evaluate an explainable, human-in-the-loop Large Language Model (LLM) system to enhance patient engagement and personalization in healthcare while ensuring transparency, privacy, and equity. Building on recent findings that current LLM-based healthcare tools lack robust real-world evaluation and interpretability, the research will develop explainability modules, privacy-preserving techniques, and rigorous evaluation […]

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Guidance Opportunities in Discrete Diffusion

(1) the main activities of the partner ServiceNow develops a platform for client organizations to manage and automate large-scale processes across various industries. In 2020, ServiceNow acquired Element AI to strengthen its presence in the Artificial Intelligence (AI) research landscape and the Canadian AI ecosystem. This acquisition enabled the development of AI-driven products that improve […]

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Automatisation de la réception et du traitement de la facturation

Le projet d’automatisation de la réception et du traitement de la facturation s’inscrit dans une démarche de modernisation des services publics grâce au numérique et à l’intelligence artificielle (IA). Il s’agit d’extraire automatiquement des informations clés (numéro de facture, fournisseur, montant) à partir de factures numériques ou manuscrites, puis de les intégrer dans le logiciel […]

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Interface Optimisée BERTA pour la Simulation des Réseaux Électriques

Les systèmes de simulation en temps réel sont essentiels pour valider la stabilité des réseaux de production et transport d’électricité et la contribution de l’équipement de production électrique à la stablité de tension, de puissance et de fréquence (alternateurs, régulateurs de vitesse, régulateurs de tension et stabilisateurs de puissance). Or, l’interface actuelle utilisée par l’entreprise […]

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