Decision Support for Portfolio Construction and Analysis

This project will develop computer-based decision support tools for portfolio constructions for retail investors. The tools will enable investors to access powerful quantitative frameworks for structuring investment portfolios as well as analysing existing portfolios in terms of risk and return. Typically, these tools have been only accessible to institutional investors or large financial institutions but […]

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Navigating Mental Health Barriers of Transitional Youth with Co-occurring Condition

Imagine a world where youth with Intellectual and Developmental Disabilities (IDD) and mental health concerns can access tailored mental health services with ease. Collaborating with Sunnybrook Hospital, this research aims to make this a reality by addressing the challenges faced by transitional aged youth with IDD’s through a family focused navigation approach. Family Navigators are […]

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Textile Sensor Development for an EMG muscle activity monitoring system

GestureLogic is building a product that optimizes athletic performance. The product is a wearable sensory network that monitors muscle activity. The goal of this research is to take this inherently complex muscle data that is acquired by the sensory network and translate it to useful biometrics for the consumer with the help of intelligent algorithms. […]

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Wartime Policy Making and Governance: Ukraine and Canada Higher Education Alliance

Involving some of the smartest students in Ukraine, the research project and partnership will enrich the Master of Global Affairs and Master of Public Policy programs at the Munk School. KSE students will provide Munk community a window into the Ukrainian policymaking process as well as a more general understanding of governance during conflict. Simultaneously, […]

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Design and Analysis of a Platform to Connect Patients, Providers, and their Social Networks

The healthcare system in Canada and world-wide is suffering increased pressure due to an aging population and increased rates of chronic disease. Research shows that self-management and social networks are key indicators for reducing utilization and cost and improving outcomes of healthcare systems. Lifeguard Health Solutions Inc. has developed a mobile health application that uses […]

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Machine learning augmented simulation of urban wind flows

Engineers that design and enhance buildings widely rely on computer simulations to understand wind flows. Wind flows around buildings can affect human safety, comfort, structural safety, and the surrounding environment. Therefore, accurate and fast simulation of urban wind flows is critical to ensure safe, comfortable, and sustainable designs. If architectural engineers have access to a […]

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Zero-to-Hero: Data Augmentation with LLMs and Human Feedback

Intent classification is a highly popular task within research communities and industries. Having a system that can classify intents of emails or messages from users can lead to a wide range of applications such as ticket routing and issue resolution. However, training such models require a large set of labeled data that might not be […]

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Targeting TRAF1 in psoriatic arthritis

There is no cure for psoriatic arthritis (PsA) and current treatments aim at reducing inflammation, slowing the progression of the disease, and avoiding severe damage to the skin and joints. Immune cells contribute to inflammatory cascades in the joints and the skin that produce inflammatory cytokines and lead to severe tissue damage. Current therapies are […]

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Adoption of a Hospital Decision-Support System: A Revised UTAUT Model

One key stumbling block to the success of health care systems has been their adoption and use by health care. This study will employ the Unified Theory of Acceptance and Use of Technology (UTAUT) as the basis for determining what predicts health care professionals’ acceptance and perceived effective use of Oculys’ DSS. It is the […]

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Exploring Restorative Responses to Hate & Radicalization

This project seeks to understand the appropriateness and applicability of restorative justice processes in preventing and responding to situations of hate and radicalization to violence, with consideration for how restorative justice might complement existing de-radicalization/violence prevention and response programs, while also not causing further harm. Through a synthesis of existing literature, this research project will […]

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