CLP: Efficient Log Compression and Analytics for Big Data Platforms

Tech companies generate Petabytes of log data per day, with 50% – 100% year-over-year growth. Conventional log analytics systems no longer scale to such large data sizes. In addition, managing such large data is extremely costly at every level, from storage cost, to network bandwidth, and to the cost of compute resources. This research proposes […]

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Development of chemical property and process models for a new fermentation approach

Bioethanol is well-established as an alternative to petroleum-based fuels. A current roadblock in ethanol fermentation is end-product inhibition: where the increasing concentration of ethanol slows the growth of the yeast cells and their ability to ferment biomass. There is work being done to use existing separation technologies to remove ethanol throughout the reaction to avoid […]

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Small Food Enterprise Outreach (SFEO)

Small Food Enterprise Outreach (SFEO) Project: economic resiliency, ethnocultural food enterprise and urban sustainability collaboration (Phase 1). The Culinaria Research Centre of the University of Toronto Scarborough is collaborating with the Economic Development & Culture Division of the City of Toronto under the direction of the Centre’s Associate Professor Jayeeta (Jo) Sharma, on a Small […]

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Software Quality assurance internship supporting R&D in the development of a commercial stroke decision support tool

Acute stroke is a leading cause of global death and disability. Quick access to robust treatments significantly improves patient outcomes, however, accurate interpretation of diagnostic imaging and effective communication of suspected findings remains a serious challenge for all stroke networks. Circle Neurovascular Imaging (Circle NVI), a wholly owned subsidiary of Circle Cardiovascular Imaging (Circle CVI) […]

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Evaluation of Changes in Urban Forests in The Annex Neighbourhood, Toronto from 2010 to 2022

Urban forests are an essential component of green and sustainable communities. They play a critical role in ecological and social wellbeing by providing beneficial ecosystem services which improve environment and human health. Nonetheless, urban and infrastructure development, invasive species, and environmental stresses threaten urban tree survivorship. While public trees are often well-documented, there is limited […]

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Numeracy practices in contemporary curriculum and pedagogy: exploring the benefits of an online digital technology

The goal of this project is to investigate how a new online digital technology, Maple Learn, can contribute to contemporary mathematics curricula internationally. New curricula in mathematics emphasize broad skills that cut across all mathematics domains. In other words, instead of focusing of formulas and procedures, contemporary mathematics curricula promote similarities across domains (such as […]

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Compatible Sewer pipe defect detection and estimation of its key characteristic with two different imaging system

There is recently a trend of applying computer vision for interpreting the inspection images or videos of pips automatically. In recent years, deep learning has obtained promising performance in various computer vision tasks such as image classification and object detection. Compared with conventional computer vision techniques, approaches based on deep learning are capable of extracting […]

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Business and Data Analyst

This project will be looking to work with the Cansbridge Fellowship to work on solutions for food waste and innovative solutions for waste management today. I will be working on this project in conjunction with a Singapore-based startup as a case study to work on waste management and the reduction of food wastes in the […]

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Design and implementation of behavioual interventions allowing individuals to critically evaluate online misinformation consistently

Online misinformation is a threat to Canada’s democratic processes, economic activities and public health. Individuals need to be empowered to critically evaluate the online information they consume in a consistent manner, otherwise, they will fall victim to manipulation, deception, polarization, radicalization, etc, efforts from malicious cyber actors. The intern will review the latest findings from […]

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