Towards a Model-Based Federated Learning Architecture for Intrusion Detection and Mitigation in Small Office and Home Office Networks

This project aims to strengthen RabbitRun Technologies’ (RRT) cybersecurity capabilities in software-defined wide area network (SD-WAN) solutions for small office/home office (SOHO) environments. It addresses the critical need for secure and reliable connectivity in remote and small business settings by integrating federated learning into RRT’s systems. This approach enables RRT routers to collaboratively improve intrusion […]

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Development of an online rapid cognitive-motor assessment tool to monitor brain health.

This project aims to maximize the accessibility of an existing validated computer tablet-based brain health assessment tool. Specifically, we wish to expand the assessment tool to a web-based platform and improve its ability to rate a user’s performance in a personalized way. Currently, there are few choices for clinicians to test rule-based skilled performance needed […]

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Flame spray pyrolysis-induced direct deposition of plasmonic nanoparticles on TFBG optical fiber for sensing applications

The features of optical fibers and the fascinating properties of nanomaterials can be combined to result in an attractive new platform for chemical sensing. Flame Spray Pyrolysis (FSP) has distinct advantages for the assembly of chemoresistive gas sensors compared to their traditional synthesis methods. Modern photonic sensing devices such as tilted fiber Bragg grating (TFBG) […]

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Recommender Model Development

Popular content-driven websites like YouTube, Vimeo and Soundcloud receive a large amount of content annually and are visited by billions of users world-wide. However, the majority of the content on these sites has little to no structure. For example, many videos on YouTube are only found in the personal playlists and have virtually no user […]

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Metering and Aggregation, and, Electrification of Buildings Part 2

With the pressing need to reduce energy from carbon emitting sources, electrification of buildings is a crucial step forward. Electrification requires identifying activities and equipment that use energy received from carbon emitting sources and transitioning them to electric alternatives. The proposed research focuses on developing methods and strategies to overcome challenges associated with building electrification […]

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Evaluation of a new program for mental health patients in the emergency department

NYGH has opened a new mental health and addiction-focused area in its emergency department. Part of the development of this new area includes integrating staff from community-based organizations to better connect patients with outpatient treatment services as well as other health and social supports they may need. The practicum will involve developing an understanding of […]

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Data Collection and Model Development for Prosthetic Fitting using a Robotic Gait Simulator

ProsFit is a medical device manufacturing company that supports prosthetic clinic owners to radically improve productivity and user outcomes. Through innovation, ProsFit strives to provide limb wearers a choice of affordable, reliable and desirable prosthetic products and services. ProsFit has developed and is commercializing the solutions to provide improved mobility and quality of life to […]

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Scalable AI-as-a-Service (AIaas) Platform Development

This project focuses on building the core infrastructure for Farpoint’s new AI-as-a-Service (AlaaS) platform. Two interns will work with Farpoint engineers to create a robust and scalable system using Kubernetes for managing resources and efficiently distributing workload. The interns will also implement load balancing and network routing to ensure smooth handling of high user traffic […]

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Generative AI as a service for Small Business

Small and medium-sized businesses (SMBs) face increasing pressure to remain competitive in a rapidly evolving digital landscape. Many SMBs face obstacles in adopting AI solutions due to limited resources and the complexity of available products, which are often too generalized to meet the specific needs or scale of smaller businesses [1]. Existing AI solutions are […]

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Urban Sanctuary and Migrant Solidarity in South Africa and Canada

Cities are key sites for understanding migrant integration and refugee protection around the world. In fact, many cities protect and include inhabitants who are denied legal status by nation states. In Canada and the US, these cities are called “sanctuary cities;” in other countries they have labels such as solidarity cities, cities of refuge, communities […]

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Evaluating AI’s potential in script writing: Developing a framework for AI-Human collaboration in Dialogue and plot creation

This study focuses on integrating AI into screenwriting to ideate and develop nuanced stories addressing themes such as trauma, political upheaval, and racial conflict. Centred on Black consciousness within white liberal settings, the study emphasises ethical AI-human collaboration to ensure cultural sensitivity and authenticity. The Interplay between AI and the transformation narratives underline the potential […]

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