Using machine learning to allocate stratified care in an electronic cognitive behavioural therapy program for depression

Depression is a leading cause of disability worldwide, yet only one third of patients with depression receive care. This is because the traditional in-person format of mental health care delivery can be inaccessible, inefficient, and expensive. Electronic cognitive behavioural therapy (e-CBT) has been shown to be an effective solution to expand care access, efficiency, and […]

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Development of a digital system of MyCobot 280 Pi

Reinforcement learning has caught significant attention in the past decade with landmark successes including deep Q-net applied to video games and AlphaGo for the game of go. However, the gap is still wide when it comes to application to real world problems mainly due to high training cost. We propose to develop a digital model […]

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Development and launch of a rules-based engine for medical billing software

In collaboration with our Chief Technical Officer and our Advisory team, the intern will help develop and launch the rules-based engine that optimizes and validates diagnosis and billing codes. This work will involve review of various documents, including but not limited to billing reference guides, the provincial health insurance plan schedule of benefits (e.g., OHIP […]

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Developing data transfer pipelines for a cloud-based digital twin prototyping system

Digital twin technology creates a digital replica of a physical object, such as a human, device, system, or process that mirrors the actual process with full knowledge of its historical performance. It has the advantage of enabling agility and convergence of understanding to support more effective decision-making and resource allocation optimization. Aleo Canada (noted as […]

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The Fertility Partners

During the summer of 2022, I will be partnering with The Fertility Partners in Toronto, to further develop my understanding of finance while gaining real-world experience in the finance industry. The Fertility Partners is a private equity-backed search fund that acquires, partners with, and aids fertility clinics in their day-to-day operations. During my tenure at […]

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MVP Development and User Validation for a Housing Technology Platform

Garrison Logic Inc. is a software development company with a focus on building property-technology solutions to revolutionize real estate development, operation, and transaction processes. Recognizing that inefficiencies in the housing sector are contributing to the housing affordability crisis, Garrison intends to address problems such as the lack of housing supply, slow and challenging entitlement processes […]

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Novel Artificial Intelligence (AI) driven wearable device for continuous vital sign monitoring

Wearable medical devices (SWDs) are emerging as powerful patient monitoring and data collections tools. These smart, multiplexed devices allow us to quantify dynamic biological signals in real time through highly sensitive and miniaturized biosensors. SWDs can enable monitoring at risk patients at home, diagnosing early disease progression, and reducing healthcare expenditures by means of prediction […]

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Open source Layer Batching For Waste Reduction In Multi-Material 3D Printing

The most popular type of 3D printing globally uses plastic filament. Historically, this has been done with only one plastic at a time. 3D printers can now use multiple materials and/or colors to be part of a single print. Unfortunately, today multi-material 3D printing results in a lost of waste plastic and the associated environmental […]

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Optimization of a Vertically Mounted Dual Wind Turbine

Energy collected from renewable resources that are naturally replenished on a human timescale is called renewable energy. One of the most reliable sources of renewable energy is the wind energy. Using wind to produce energy has less environmental impacts than other energy sources. In other words, wind turbines do not produce emission that can pollute […]

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Data Communication Optimization between Mobile Devices and Servers

With data being the new digital currency, consumption of data is growing at an exponential rate. Data communication between mobile devices and servers generates a massive cost to businesses because of the high throughput. The business impact becomes exponentially large with respect to cellular bills and additional resources handling elevated server workloads. The objective of […]

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Generating internal threat intelligence feed as well as creating an incident response playbook

These days, there is growing concern about the security of confidential data in organizations. There is no doubt that organizations with high-security measures will witness cyberattacks. Therefore, the question is how we can prepare our infrastructure and cybersecurity team to deal with these challenges. The incidents response playbook is a comprehensive plan which has been […]

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