Innovative Projects Realized

Explore thousands of successful projects resulting from collaboration between organizations and post-secondary talent.

30508 Completed Projects

2882
AB
5105
BC
825
MB
681
NL
860
SK
9051
ON
9491
QC
97
PE
586
NB
1141
NS

Projects by Category

Exploring Wait times for Pediatric Rehabilitation Services for Children who are Neurodiverse in Durham, Ontario

This research focuses on challenges in accessing pediatric rehabilitation for children with neurodevelopmental disabilities. In Durham Region, Ontario, Grandview Children’s Centre (Grandview) is the only provincially designated center to provide necessary rehabilitation services for these children. However, high demand has created long wait times to care. Using electronic health records of children under 19 years-old attending Grandview for rehabilitation (physiotherapy, occupational therapy, speech-language pathology) between 2020-2023, this research will: 1) Describe annual wait times for rehabilitation; and 2) Investigate the association between rehabilitation wait times and age, sex, residential location, and referral source. This research will provide necessary information to impact care in several ways, including: 1) informing Grandview about wait lists to help develop wait time and care strategies; 2) providing the Ontario government, relevant ministries, and policymakers with current data to better understand the urgency related to pediatric rehabilitation wait times; and 3) shaping expectations of parents and caregivers regarding care for their children with neurodevelopmental disorders. Finally, this research will lay the foundation for future studies and advocate for essential funding for this population. This research is a collaborative effort between the Institute for Disability and Rehabilitation Research at Ontario Tech University and Grandview Children’s Centre.

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Faculty Supervisor:

Pierre Côté;Heather Shearer

Student:

Partner:

Grandview Kids

Discipline:

Life Sciences

Sector:

Health and Related Sciences & Technology

University:

University of Ontario Institute of Technology

Program:

Accelerate

Visualization and Explainable AI (XAI) Techniques in Check Fraud Detection

Check fraud continues to be a substantial challenge in the financial sector, involving the unauthorized use of checks for illegal fund acquisition. To address the issue of fraud detection, specific Artificial Intelligence models, particularly Convolutional Neural Networks (CNNs), have been increasingly applied to classify checks as fraudulent or legitimate. However, there is a crucial aspect of these models usually overlooked, which is the ability to interpret and understand the decisions made by the model. The ability to interpret why a check is labelled as fraudulent or legitimate is highly important, helping to understand the basis for a decision which increases transparency and trustfulness. In this project, two different AI techniques are applied to our model to generate the heatmaps of the final classified output. They reveal which part of the check is most influential in the model’s decision-making process, allowing Verafin to enhance the accuracy and fairness of its fraud detection systems.

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Faculty Supervisor:

Sarah Power;Reza Shahidi;Reza Shahidi

Student:

Partner:

NASDAQ Canada Inc

Discipline:

Engineering

Sector:

Finance and Insurance; Artificial Intelligence

University:

Memorial University of Newfoundland

Program:

Accelerate

Optimizing the healthcare of refugees in Alberta through the evaluation of a principles-based care model: the New Canadians Health Centre

Refugees face multifaceted health needs, due to fleeing home, living in a refugee camp, and limited access to healthcare. Research underscores the need for comprehensive healthcare for refugees to foster long-term positive outcomes. Therefore, in 2021, the New Canadians Health Centre (NCHC) was established as a principles-based community health centre, with a mandate to provide primary healthcare grounded in principles supporting social justice and equity to refugees following their arrival in Canada. There has been no prior research exploring the role of a principles-based model in supporting refugee health; accordingly, there is a need to research the activities at the NCHC. This project will explore how the NCHC’s principles-based model is upheld and influences refugees’ health experiences. Specifically, this project will engage refugees to understand the impact of the NCHC’s principles-based model on their health access and outcomes. This research will further the body of evidence on refugee healthcare practices.

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Faculty Supervisor:

Rebecca Gokiert

Student:

Partner:

New Canadians Health Centre

Discipline:

Sociology

Sector:

Health and Related Sciences & Technology

University:

University of Alberta

Program:

Accelerate

Human-Readable Description Extraction from Tabular Data

This project proposal aims to tackle a significant challenge in fintech: extracting human-readable descriptions from tabular financial data. Interpreting vast amounts of structured data in the dynamic financial technology landscape is crucial for informed decision-making and compliance reporting. The project seeks to develop a robust system by leveraging open-source Large Language Models (LLMs) tailored to Verafin’s needs. By systematically evaluating LLM performance, refining prompt engineering techniques, and benchmarking against industry standards, the project aims to optimize accuracy, efficiency, and scalability. Through this endeavor, Verafin enhances its data interpretation capabilities and reinforces its position as a leader in fintech innovation.

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Faculty Supervisor:

Sarah Power

Student:

Partner:

NASDAQ Canada Inc

Discipline:

Computer science

Sector:

Finance and Insurance; Artificial Intelligence

University:

Memorial University of Newfoundland

Program:

Accelerate

Développement d’un consultant virtuel en collaboration avec inpowr visant à autonomiser les entreprises dans la prise en charge des facteurs de risque psychosociaux

THIS IS A GENERIC TEXT PUT IN PLACE AS THERE WAS NO PROJECT OVERVIEW

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Faculty Supervisor:

Mahée Gilbert-Ouimet;Manon Truchon;Mehdi Adda;Valérie Hervieux

Student:

Partner:

inpowr

Discipline:

Computer science

Sector:

Information and cultural industries; Professional, scientific and technical services

University:

Université du Québec à Rimouski

Program:

Accelerate

Enquête sur le travail et les jeunes dans Lanaudière

Le présent projet de recherche poursuit l’objectif de décrire le profil scolaire et à l’emploi des personnes étudiantes lanaudoises de 15 à 25 ans. Le Comité régional pour la valorisation de l’éducation (CRÉVALE), partenaire de cette étude, a pour mandat de favoriser la diffusion et le transfert de connaissances pour accroître la réussite éducative de tous. Dans le cadre des activités du partenaire, il a été constaté que les jeunes lanaudois semblent peu familiers avec le concept de conciliation études-travail, laissant croire que certains d’entre eux ne sont pas au fait de l’importance d’équilibrer adéquatement le temps consacré pour le travail et celui pour les études. À l’heure actuelle, nous ne disposons pas de données régionales plus récentes à 2018 sur le travail des étudiants lanaudois, ce qui légitimise la tenue de cette étude. Concernant les avantages sociaux et économiques, le CRÉVALE s’attend à ce que les résultats obtenus sur le profil scolaire et à l’emploi des étudiants lanaudois servent d’ancrage pour d’éventuelles initiatives en matière de conciliation études-travail et de réussite éducative. Ces initiatives agiront positivement sur le maintien en formation des étudiants, participant à l’augmentation du capital humain qualifié et disponible pour le marché du travail.

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Faculty Supervisor:

Carl Beaudoin

Student:

Partner:

CREVALE

Discipline:

Sociology

Sector:

Other services (except public administration)

University:

Université du Québec à Trois-Rivières

Program:

Accelerate

Automated Bank Cheque Field Extraction Using Cutting-Edge Object Detection AI Models

The proposed research project aims to tackle the issue of bank cheque fraud. The project will use advanced object detection AI models to accurately extract and segment bank cheques into their component fields, a crucial step in detecting fraudulent activity. These AI models will be trained to recognize specific parts of a cheque, such as the payee name, date, MICR code, and amount. This approach is more flexible and robust than existing methods, as it does not rely on knowing the exact location of each part of the cheque. The enhanced fraud detection capabilities will allow Verafin to better protect its clients from bank cheque fraud, potentially leading to increased customer trust and satisfaction. Additionally, the automated system developed through this research could streamline Verafin’s operations, saving time and resources that can be redirected toward other areas of the business. This aligns with Verafin’s mission to provide innovative, effective solutions for fraud detection.

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Faculty Supervisor:

Karteek Popuri;Lourdes Peña-Castillo

Student:

Partner:

NASDAQ Canada Inc

Discipline:

Computer science

Sector:

Finance and Insurance; Information and Communication Technology; Artificial Intelligence

University:

Memorial University of Newfoundland

Program:

Accelerate

Check Image Fraud Detection using Deep Learning Models

Our project aims to tackle the persistent issue of bank check fraud by using advanced deep learning technologies. By developing a system that can automatically detect fraudulent alterations in check images, we seek to enhance the security and reliability of financial transactions. This project is a collaboration with Verafin Inc., a leading provider of fraud detection solutions. The intern will work on creating and training deep learning models to identify signs of check fraud, such as tampered signatures or altered amounts. The results of this project will help Verafin improve their fraud detection capabilities, leading to better protection for financial institutions and their customers. Additionally, this project will contribute to Canada’s leadership in financial technology, promoting economic stability and trust in the financial sector.

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Faculty Supervisor:

Karteek Popuri;Lourdes Peña-Castillo

Student:

Partner:

NASDAQ Canada Inc

Discipline:

Computer science

Sector:

Finance and Insurance; Information and Communication Technology; Artificial Intelligence

University:

Memorial University of Newfoundland

Program:

Accelerate

Géocitoyenneté : valorisation et conservation de la géodiversité du point de vue des enfants du primaire.

Le présent projet de stage à court terme, qui sera suivi d’autres modules de stage et d’un parcours de recherche doctorale, vise à planifier un projet de développement scientifique et éducatif pour le Géoparc de Percé, compte tenu de son énorme potentiel de durabilité, qui est encore peu exploré d’un point de vue éducatif.
Le projet prévoit :
La planification d´un projet de développement scientifique et éducatif au Géoparc de Percé.
La révision des affiches informationnelles (géosite, infographies, site web, etc.).
La diiffusion scientifique intégrative de l’histoire géologique de la terre grâce au patrimoine géologique du Géoparc de Percé.
La conception d´un projet de développement scientifique capable de rallier différents centre de recherche.
La conception d´un projet éducatif géoparc-école en partenariat avec les entre de service scolaire, afin d’intégrer l’enseignement des géosciences comme axe d’intégration sociale et de préservation de l’environnement, en valorisant le sentiment d’appartenance de la communauté locale et l’importance de connaître l’endroit où l’on vit.

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Faculty Supervisor:

Geneviève Therriault

Student:

Partner:

Géoparc mondial UNESCO de Percé

Discipline:

Earth science

Sector:

Arts, entertainment and recreation

University:

Université du Québec à Rimouski

Program:

Accelerate

Santevia Water Systems Inc.

The partner organization, Santevia, is a prominent player in the health and wellness sector, specializing in mineralized water filtration products distributed globally from its base in Delta, BC. Known for its commitment to innovation and community through initiatives like Santevia Gives Back, which supports global clean water access, we face critical challenges that demand innovative solutions. These challenges include optimizing digital advertising strategies to maximize ROI amidst rapid industry changes, refining product management strategies to enhance market competitiveness, and improving inventory and production management for operational efficiency. This project aims to address these challenges by deploying three interns, each focusing on a specific area: digital advertising coordination, product management, and inventory/production management. These roles require expertise in digital marketing tools, strategic product development, and logistics optimization. By harnessing these specialized skills, Santevia seeks to surpass day-to-day operational goals, strengthen market positioning, and continue delivering healthy, great-tasting water products that align with their core values and global impact initiatives.

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Faculty Supervisor:

Stephanie Howes

Student:

Partner:

Santevia Water Systems Inc.

Discipline:

Business

Sector:

Manufacturing; Retail trade

University:

Kwantlen Polytechnic University

Program:

Business Strategy Internship

ESSA Technologies Ltd.

ESSA Technologies Ltd. is an employee-owned environmental consulting firm committed to tackling complex environmental challenges through innovative solutions. As the organization continues to grow, it faces significant challenges in efficiently managing its financial operations, which are crucial to supporting its collaborative teams and diverse project initiatives. With an increasing workload and multiple projects requiring meticulous accounting practices, ESSA needs to enhance its accounting processes to ensure accuracy, timely reporting, and effective project tracking. This internship will provide essential support in key areas such as accounts payable, accounts receivable, and project accounting, thereby streamlining operations and maintaining financial integrity across various projects. By integrating skilled interns into the accounting team, ESSA can improve its financial management capabilities, allowing the organization to focus more on strategic decision-making and long-term sustainability rather than routine administrative tasks. The interns’ expertise in advanced Excel analyses, attention to detail, and adaptability to new accounting software will be vital in addressing these operational needs effectively. Ultimately, this project not only aims to bolster ESSA’s day-to-day financial operations but also supports its mission of fostering innovation and collaboration within the environmental consulting sector.

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Faculty Supervisor:

Stephanie Howes

Student:

Partner:

Essa Technologies Ltd.

Discipline:

Business

Sector:

Environmental Science and Technology; Natural Resources; Clean Technology

University:

Kwantlen Polytechnic University

Program:

Business Strategy Internship

Delta Controls

Delta Controls, renowned for its innovative building automation solutions across commercial, healthcare, and educational sectors, continually strives to optimize its HR operations amidst a competitive global market. The organization, a key subsidiary of Delta Electronics Inc., emphasizes sustainability and energy efficiency in its products, aligning with a broader mission to combat global warming. To maintain its leadership position, Delta Controls seeks to enhance its recruitment strategies to attract top-tier talent from diverse backgrounds. The internship project aims to innovate Delta Controls’ candidate sourcing through targeted approaches via job boards, social media, and referrals. Additionally, it seeks to streamline interview processes to ensure efficiency and candidate experience, while also designing robust career progression frameworks to nurture talent within the organization. Expertise in HR practices, specifically in recruitment methodologies and career development frameworks, is crucial to driving these initiatives forward, enabling Delta Controls to not only meet current staffing needs but also foster a sustainable pipeline of talent essential for future growth and innovation.

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Faculty Supervisor:

Stephanie Howes

Student:

Partner:

Delta Controls

Discipline:

Business

Sector:

Manufacturing

University:

Kwantlen Polytechnic University

Program:

Business Strategy Internship

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Mitacs — Return on Innovation

Mitacs is funded by the Government of Canada, the Government of Alberta, the Government of British Columbia, Research Manitoba, the Government of New Brunswick, the Government of Newfoundland and Labrador, the Government of Nova Scotia, the Government of Ontario, Innovation PEI, the Government of Quebec, the Government of Saskatchewan, and the Government of Yukon.