Simulation of the underwater vehicle

The internship will be centred on the simulation of the dynamics of the Proto towed vehicle platform. Go Beyond will produce an initial design for the intern to work with, which will strongly resemble a torpedo-shaped AUV. The Proto simulation research will take that design and study various aspects of its dynamics. The outcome of […]

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Developing a comprehensive retention strategy for Newfoundland and Labrador (NL) Health Services

Building on trends that started pre-covid, the recruitment and retention of employees has challenged most organizations in recent years. Within the Canadian healthcare context, the Government of Canada and Government of Newfoundland and Labrador (NL) is prioritizing training and retention of health care workers. Through this project, NL Health Services is seeking a MITACS student […]

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Generating Synthetic Bank Transaction Sequences with GAN-based Models

Financial institutions gather vast amounts of data from our transactions. However, using this data directly can risk our privacy. A potential solution is generating “synthetic data”, which contains real data information without copying the original data. Generating this data, especially for bank transaction sequences, is challenging. During our research internship, we will use recent developments […]

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Word Embeddings instead of One-hots: Using Transformers word embeddings to improve categorical feature encoding in financial fraud data

Detecting financial fraud is complex. One important source of information is textual data, such as the text within reports, descriptions, or comments. Two different words may have similar meanings but vary differently in their characters and length. In this project, we evaluate how the meaning of a word may be used to improve financial fraud […]

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Development of a new fundraising model for the Fluvarium, using the Power Tower Project as a reference

The Fluvarium is a public environmental education center which works with communities in Newfoundland and Labrador to create awareness, educate, and facilitate innovation with regards to the natural environment. The organisation was established in 1985 with a focus on the protection and conservation of water resources, and since then, it has been engaged with local […]

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A middleware solution for remote Monitoring, data collection and communication

The proposed research project is intended to develop a software solution (middleware) that will work in conjunction with a remote communication device (i.e. ability to communicate via satellite and/or cellular networks) to greatly reduce the cost and complexity of monitoring in-field sensors including wireless sensors and critical industrial equipment from a centrally located office environment. […]

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Rural Communities Foundation of Nova Scotia Vital Signs Report

The Vital Signs Research Project aims to understand how well communities in Nova Scotia are doing in different areas, like education, healthcare, jobs housing and the environment. We will gather information for the report from surveys, interviews, and online sources to create a report that shows the quality of life of people living in Nova […]

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Redesigning Transformer Neural Networks for Data-Efficient Breast Cancer Diagnosis

Transformer neural network models have achieved state of the art results in many areas of machine learning, including natural language processing (e.g. BERT, GPT-3) and computer vision (e.g. ViT, SAM). However, to achieve these results currently requires extremely large training datasets which are not available in every domain. One such domain is medical imaging, in […]

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Increasing the efficiency of quantum computers through semiconductor structuring

Since the mid-nineteenth century, technology has advanced at an exponential rate due to the large demand for computing power and performance. We are presently at a critical point where the switch from classical to quantum computing is required, however, the technology is still in its infancy. Unlike classical computers, which control information flow through bits […]

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