Application of Transformer Models to Raw Credit Bureau Files for Improved Credit Risk Modelling Performance

This research project will look at new ways to better understand and evaluate a person’s creditworthiness using advanced computer techniques. Traditionally, when banks or lenders decide if someone can be trusted with a loan, they look at specific numbers and data. However, there’s a lot of information in written reports that these traditional methods might […]

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Enhanced Training of Machine Operations and Maintenance using VR/AR Technologies

Virtual Reality (VR) and Augmented Reality (AR) technologies are proposed to improve existing training methods of machine operations and maintenance. It can reduce the need of the physical equipment to get hands on experience. Virtual models of machines are built to perform all the tasks as required in the real life such as troubleshoot different […]

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Development of spectroscopic imaging technology for grain quality inspection

Fusarium fungi infestation causes Canadian grain producers a loss of almost $1 billion dollars per year. Fusarium fungi produce toxins, e.g., deoxynivalenol (DON) which cause toxic effects in animals and possibly humans. We will develop a portable hand-held hyperspectral imaging device to detect, in the field, Fusarium infestation in grains. We will also evaluate the […]

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Insect Pests Detection in Stored Grains

The proposed project is to develop a market viable insect pests detection in stored grains system based on the interns novel active microwave sensing technique. This proposal seeks to build upon optimizing the sensing capabilities of the prototype and to coherently develop a functional array of sensors. Building upon these fundamentals the project will extend […]

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UW Fall Internship

Penrose Partners is a blockchain startup firm that provides transactional, educational, and corporate consulting/material production services to businesses, institutional investors, and disruptive tech companies in the blockchain space. We are the trusted advisor that bridges the gap between businesses with great ideas and blockchain adoption. In April 2023, Penrose Partners hosted the 4th annual International […]

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Antioxidant properties of Chaga extracts of different vintages

Over the years, edible mushrooms have gained increasing recognition for their nutritional value and the potent medicinal properties they offer. Bioactive compounds found in mushrooms, particularly phenolic compounds, exhibit valuable qualities such as anti-proliferative and antioxidant properties. Surprisingly, until now, there has been no investigation into the potential antioxidant effectiveness of Chaga mushrooms of different […]

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Conductive Battery Binders

The increasing demand for lithium-ion batteries in daily applications has driven the need for improved battery technology. However, the separation of battery electrode components is a key factor leading to a decrease in battery lifetime. Traditional binders, a critical component in batteries, have been associated with high costs and environmental concerns due to the use […]

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Blockchain-Enhanced Fake News Detection in Social Networks

This project aims to take advantage of the blockchain ecosystem to detect fake news. This is done by designing a rating system that works on the blockchain network through which a group of verified reviewers will rate the news prior to broadcasting. News with inadequate verification from reviewers will be marked as ‘fake’. Afterward, the […]

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Parameter Optimization for Additive Manufacturing using Machine Learning

Additive manufacturing (AM), also known as 3D printing, is a process of building products with the material layer by layer. It can produce the products with complex geometries in a simple setup. But it is a challenge in selecting right printing parameters to build a quality part. This project proposes using machine learning techniques for […]

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Software development for remaining useful life prediction of bearings

Bearings are crucial components in various industries, such as power generation, aerospace, and oil and gas. Predicting a bearing’s Remaining Useful Life (RUL) is essential for Condition-Based Maintenance. To achieve accurate RUL predictions, an accurate Health Indicator (HI) that represents degradation patterns is necessary. However, existing HIs can be affected by time varying working conditions […]

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Capitalizing Indigenous Youth Entrepreneurs Across Canada

While there are both structural and systemic barriers to Indigenous entrepreneurship and youth entrepreneurship in Canada, which will take decades to change, we would like to research and develop a mechanism (fund, supports, etc) to increase the access to capital of Indigenous youth entrepreneurs in the short term so that entrepreneurship becomes a truly viable […]

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