Scotiabank HRSS Operational Efficiency Enhancement

The increased demand for reliable and useful human resource information has pushed the subject to the top of the practitioners’ agenda. Accordingly, human resource and capital management is also one of Scotiabank’s core priorities. As an ever-growing multinational company that employs a large number of employees, human resource information reporting is a vital service for […]

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Verification & Security of Blockchain Oracle Network Effects on Smart Contracts

Bitcoin! Ethereum! Blockchain! In the past year, these words made headline news globally. The promise of blockchain, or decentralized ledger-based technologies, it has electrified the world and created an excitement for technology that was last seen in the 1990s when the internet was entering mainstream. The core premise of the technology is that blockchains are […]

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Effectiveness of Targeted Individualized Multi-modal Treatments in Adults Suffering from Persistent Concussion Symptoms as Compared to a Self-Directed At-Home Program

Disabilities secondary to traumatic brain injury are a major source of burden. Specifically, patients in Ontario seeking tertiary care for persisting symptoms following mild traumatic brain injury (mTBI) result in health costs of over $110 million annually (Hunt et al). Numerous treatments have been utilized and studied in an attempt to treat persistent postconcussive symptoms. […]

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Raising Canada: Top threats to children in Canada and the business case to prioritize the needs and rights of children and address these threats

Children and youth flourish in environments that are predictable, safe, and structured. However, this is not the case for many kids in Canada. The COVID-19 pandemic has disrupted these protective factors and exacerbated risk factors. Against this background, the first objective of this study is to explore the present threats facing children and youth in […]

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Efficient, Edge-based Video Streaming for Video Action Recognition

Streaming video applications in the home (video doorbells, security cameras, babycams, robot vacuums etc.) have started to become commonplace. Automatically detecting events of interest in such video streams can help to reduce manual effort from users in sifting through false alarms, enhance user safety, comfort and satisfaction, as well as enable new applications in areas […]

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Modeling Application Performance under Multi-Instance (Multi-Stream) Execution Scenarios

Multi-stream execution is a technique in GPUs that allows multiple operations/kernels from the same program to effectively use GPUs without explicitly stating the affinity of threads to the cores. Several recent optimizations in Machine Learning (ML) algorithms leverage multi-stream execution. While performance modeling of ML applications is well studied under single-stream execution, performance models of […]

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Forecasting Patient Flow Pressures

At St. Michael’s Hospital (SMH), having insight into patient flow throughout the hospital is essential to resource planning and operational efficiency. When patients are admitted, discharged, or transferred in the hospital, several actions need to be taken to ensure patients receive timely care and resources do not become backlogged. Improving patient flow reduces wait times, […]

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Ubiquity: Intelligent Supply Chain Management

The intern will first determine which one of the two modules in the Ubiquity product is more likely to be improved using the machine learning and deep learning methods, and then implement the proposed method or research on other methods. To improve the sensitivity of the pricing and promotion module towards the small price changes, […]

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Market 360 AI: AI-enabled Discovery of Customer and Market Insights

Organizations across various industries struggle to deliver personalized offerings and expanded access for target populations. Developing sub-population profiles will help identify priority sub-populations with the greatest potential to benefit from personalized support and intervention, and inform the development, targeting and delivery of personalized offerings. The objective of this research project is to enhance Deloitte’s Market […]

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The Automation of System AssemblyRecognition

Traditional 3D reverse-engineering and prototyping involves 3D modeling and manual parts recognition. With the advent of 3D scanning technologies, it becomes possible to automate this workflow. This research internship aims at creating a novel mechanism to automate the process of assembly recognition, as part of a new workflow of 3D interactive prototyping. The research will […]

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