Model development for membership analytics

This project will lay a foundation for Interior Savings Credit Union to better serve their membership by providing them with the means to discover significant membership groups within their large and complex database. This will be done through a combination of developing novel statistical techniques to discover the groups and writing the computer code needed […]

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Municipal inclusion and human rights

Pivot Legal Society seeks to improve the lives and the health of people who are homeless, use drugs, and/or engage in sex work through law and policy reform. Beginning in 2017 Pivot begun a large scale project to expand its knowledge base and networks with the goal of creating inclusive communities and promoting respect for […]

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Commercial Mortgage Backed Security Sensitivity Analysis-Part 2

Commercial Mortgage-Backed Securities have traditionally been an extremely illiquid and inefficiently priced instruments. Our model, whether implemented through direct portfolio optimization services for clients or through a money management business, will help make this market more efficient and liquid. In particular, using the output of the model, we are able to advise our clients to […]

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Ships and Whales in Gitga’at Territory: Assessing behavioral response

As whales recover from the past centuries of whaling and as global trade compels shipping traffic to increase, we expect negative whale-ship interactions such as fatal strikes and noise disturbance to become an increasingly serious issue. To develop cost-effective and broadly applicable methods of assessing the risks of ships to whale feeding grounds, I propose […]

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Glucocorticoids and Oxidative Stress in Bipolar Disorder

This project is on understanding the biological processes that underlie Bipolar Disorder (BD). BD is associated with dysfunctional oxygen metabolism and energy production, leading to the excess production of reactive oxygen molecules, which damage or alter the function of brain cells. Because BD is also associated with increased stress response systems, the current study aims […]

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Linking Animals, Social Justice and Social work

Speciesism – discrimination by species – is recognized by some moral philosophers as a social justice issue. It is a problem for animals and humans alike since studies show that how we treat animals is related to how we treat each other and to public health. We aim to raise awareness of speciesism among social […]

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Developing statistical methods to discover genetic variants underlying longitudinal decline in lung function

COPD is a common inflammatory lung condition that is characterized by airflow limitation and symptoms of cough and shortness of breath. Globally, it affects 384 million people and is responsible for ~4-7% of all deaths. Longitudinal genome-wide association studies (GWAS) are needed to unravel the molecular determinants of dynamic quantitative traits underlying COPD, such as […]

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Machine learning prediction on embedded systems

Machine learning (ML) applications have shown remarkable performance in vanous intelligent tasks but high computational intensity and large memory requirements have hindered its widespread ubhzation in embedded and Internet of things devices due to resource constraints. Many optimization techniques have been proposed previously for domain specific architectures. These optimizations will affect an embedded device differently. […]

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