This Mitacs Business Strategy Internship project unites Intact Insurance’s extensive insurance data and industry expertise with Western University’s Banking Analytics Lab’s advanced skills in deep learning, actuarial science, and data analysis. The project’s goal is to build an unsupervised deep learning model for detecting significant changes in claim patterns, surpassing the limitations of traditional change-point […]

Design an efficient way to store and organize the large amounts of data required by our real time bidding application. Data such as campaign information, campaign assets (images, links, html) campaign targeting settings, and campaign optimization data could be arranged for fast access and processing inside the RTB application. Efficient storage and processing methods are […]

White pine blister rust is a serious disease of pine, an ecologically and economically important forest species in Ontario and the Maritime Provinces. In western Canada, this pathogen has virtually eliminated pine as a commercial species and the disease now threatens eastern Canada. Endophytes are fungi that live in the leaves of various plants including […]

Developmental language disorders (DLDs) are among the most common early-childhood disorders, affecting between 8-12% of children worldwide. If left untreated, DLD can lead to significant professional and interpersonal difficulties later in life. While speech therapy is highly effective, the barrier-to-access is high with regards to cost, availability of speech therapists, and the delay between detection […]

In this study, researchers aim to investigate whether canagliflozin, an anti-diabetic agent, can enhance the effectiveness of enzalutamide in preclinical models of prostate cancer (PrCa). Prostate cancer often becomes resistant to current therapies, such as enzalutamide, due to various molecular pathways. Canagliflozin has shown promise in suppressing these pathways in prostate cancer cells and tumors, […]

The specific objective of this project is to compare the accuracy of the Manus Quantum motion capture gloves against traditional hand-held controllers for conducting proactive ergonomics analyses in virtual reality (VR). Digital human model (DHM) hand locations and joint angles will be compared to their ground truth measures derived from laboratory-grade optical motion capture. To […]

Climate change poses significant risks to global ecosystems, particularly forest ecosystems, which are crucial for carbon sequestration. In Canada, forests cover 38% of the land area, contributing 9% of global forest carbon sequestration. However, disturbances such as pest infestations and extreme weather events threaten their ability to sequester carbon. Current methods like flux towers and […]

This study aims to investigate the influence of same-sex sexual behaviour on reproductive success among Rwenzori Angolan colobus, a primate subspecies characterized by a multilevel social structure like that of early humans. Despite the supposed evolutionary paradox of same-sex sexual behaviour, given its perceived costliness and lack of direct reproductive output, recent research suggests it […]

Acoustic Ornamentality will study the influence that our built environment has on shaping our local soundscapes and the propagation and attenuation of anthropogenic noise pollution. Malta’s vernacular Gallarija and abundance of architecture constructed of limestone, a porous rock, and renaissance and baroque architecture defined by it’s fine ornamentality and craftmanship offer potential greater attenuation of […]

High capacity battery systems are becoming as important as their smaller analogues which are currently in use in mobile devices. Rechargeable lithium-ion battery packs serve as uninterruptible power supplies or energy stores in electronic vehicles (EVs) and realize the EV technology for many countries. This promotes sustainable development while addressing air quality and climate change. […]

Form Era Studio Ltd. is a Toronto-based fashion brand launched with the aim of addressing a fit problem familiar to approximately 1 in 5 women: waistband gaps in jeans and pants (i.e., 2 or more inches of excess fabric at the waist, when jeans are purchased to fit the hips). Through the completion of a […]

The objective of this project is to investigate policy challenges identified by Munk’s Ukrainian partners and identify innovative solutions based on consultation with Munk and KSE faculty, extant research, and available evidence. 6 KSE-Munk students will prepare 10-page policy briefs addressing these challenges. Students will present their briefs at a student conference in April 2025. […]