My project for the Elevate Fellowship aimed to develop the “Narreme Engine” application to assess the validity of “Narreme Theory” — a concept I devised during my PhD, positing that stories consist of atomic narrative units called Narremes, which combine into more complex “Compounds” to convey narratives over time. The Narreme Engine sought to apply […]

The project develops innovative delivery of beginning literacy lessons. While learning to read and write stories of their own choosing, early learners have many urgent questions. Many of these questions have answers that can be easily explained using a multimedia demonstration. Children can access the answers independently, on demand, when the answers are in a […]

Scoring essays is important for learning and business. With AI and machine learning, we can save time and resources by automating the process. This project looks at automatic essay grading from three angles. First, we generate more data using automatic methods called data programming. This helps improve the machine learning models. Then, we refine the […]

Linamar aims to advance the development of computer-aided engineering (CAE) tools for the design of highpressure hydrogen storage cylinders in transportation applications. This research project focuses on characterizing the deformation behavior and fracture characteristics of two specific two-dimensional (2D) biaxially braided carbon fiber-reinforced polymer (CFRP) composite materials.

The goal is to support inclusive economic development in Toronto through understanding current gaps and providing an evidence-based approach to monitoring progress over time. This research aims to assess the degree to which Toronto’s economic growth has been ‘inclusive’ in the past 20 years, assess how Toronto compares to other peer jurisdictions, and provide policy […]

Despite the drive to create a more diverse and inclusive science and engineering community in Canada – there is, remarkably, no central platform or easily accessible database that highlights natural sciences, engineering and allied health sciences scientists from different disciplines. In contrast, several other speakers bureau-type platforms enable searching for attributes and expertise. Imogen Coe […]

The project is part of ‘InfiniBatt’ which is a smart battery system designed and developed by Motsai. This particular task for intern students aims to investigate the thermal simulation modeling of large range temperature (-40C~50C) controlled battery systems, with an emphasis on optimizing their performance, efficiency, and safety. The study involves the development and implementation […]

Despite being the world’s third-largest raspberry importer, Canada faces challenges like high local wholesale prices, erratic climate, pest issues, and labor costs. This project offers a breakthrough solution—an innovative, scalable indoor farm—to address these issues. The goal is to create a cutting-edge platform that overcomes horticultural challenges, empowers future growers, and transforms Canadian indoor farming […]

The objective of this project is to develop intelligent algorithms and machine learning models to enable semantic 3D mapping and localization of intelligent drones, allowing them to autonomously navigate complex indoor environments. The project will collaborate with SOTI Aerospace to establish a research and development team focused on advancing aerial technology for the next generation. […]

The artists and industry professionals that comprise Canada’s Latin music community are a dynamic and diverse group. Even though members of this group have made significant contributions to Canada’s cultural landscape, few studies have been conducted to investigate the challenges and requirements of this community. This proposal aims to address this deficiency by conducting a […]

While Information and Communication Technology (ICT) and related software development is growing with different opportunities, ICT related energy consumption is also dramatically increasing. In the parallel of this growth, it is wanted to minimize the negative effects by encouraging equipment that is sustainably produced, lasts longer, wastes less energy, used in an efficient way and […]

In 2006, the Government of Ontario introduced “Places to Grow: Growth Plan for the Greater Golden Horseshoe” to control urban sprawl, protect farmland and green spaces, create complete communities and revitalize downtowns and urban centres. Key specifications include minimum intensification targets, such as requiring 40% of new residential development to occur in existing built-up areas. […]