- Développement d'une méthode non-supervisée d'apprentissage profond pour la détection de défaillance à partir de signaux acoustiques et vibratoiresX
Développement d'une méthode non-supervisée d'apprentissage profond pour la détection de défaillance à partir de signaux acoustiques et vibratoiresRead More
THIS IS A GENERIC TEXT PUT IN PLACE AS THERE WAS NO PROJECT OVERVIEW
Faculty Supervisor: Ioannis Mitliagkas
Student: Yesha Shastri
University: Université de Montréal
- Étude de la capacité des sondes électromagnétique pour la mesure localisée des décharges partielles sur les barres et bobines du stator d’alternateursX
Étude de la capacité des sondes électromagnétique pour la mesure localisée des décharges partielles sur les barres et bobines du stator d’alternateursRead More
Ce projet a pour but d’améliorer le contrôle de qualité et l’entretien des gros équipements de production d’énergie électrique, soit les grands hydro-alternateurs. Une des parties problématiques de ces équipements est l’enroulement situé dans la partie fixe de la machine, soit le stator. Ce dernier est en effet soumis à...
Faculty Supervisor: Eric David
Student: Alexandre Simard
University: École de technologie supérieure
- Eco-responsible parking lots technical monitoring project in QuebecXRead More
A significant part of urban areas are used by parking spaces that facilitate single car use while contributing to heat island effects and rainwater management challenges. Traditional parking management strategies have not been able to address the environmental and quality of living aspects in cites. The main purpose of this...
Faculty Supervisor: Ursula Eicker
Student: Ahad Farnoodahmadi
University: Concordia University
- '>Caractérisation d’un traitement anti-buée en milieu médicalXRead More
Avec l'essor des dépistages de maladies et l'amélioration de l'imagerie médicale, les applications de l'endoscopie prennent de l'ampleur au fil des années, encourageant une meilleure qualité optique et médicale de ces instruments. La compagnie Kalego Solutions a pour mission de proposer un traitement anti-buée innovant et durable sur les lentilles...
Faculty Supervisor: Marc Ouellette;Gaétan Laroche
Student: Marine Queffeulou
Partner: Kalego Solutions Inc.
University: Université Laval
- Intelligent e-cargo bike-oriented deliveriesXRead More
From a perspective of reducing greenhouse gases, Distribution Bike City Inc. is currently designing a hybrid bike for parcel deliveries. Indeed, delivering parcels by hybrid bike is an excellent way to reduce greenhouse gas emissions compared to cars, whether they are combustion, hybrid, or fully electric. Deliveries by hybrid bike...
Faculty Supervisor: Maude Blondin
Student: Melika Parichehreh
Partner: Distribution Bike City Inc.
Discipline: Engineering - computer / electrical
University: Université de Sherbrooke
- Machine Learning for Speech EnhancementXRead More
The core value of Nureva is to provide reliable and easy-to-use audio-conferencing products that offer a good user experience and maximize productivity. The unique Microphone Mist™ technology unlocks new possibilities to pick up audio from anywhere in the room. One subtopic of this research is to investigate ML as it...
Faculty Supervisor: Gerald Penn
Student: Miaoqi Zhang;Wenzhe Xu
Partner: Nureva Inc.
- Project Blinkem - Optical channel communication for Mixed Reality SystemsXRead More
Project Blinkem is a novel approach to visible light communication, which aims to create a low-cost, scalable, and secure framework using existing technologies. The project proposes encoding data into Infrared LEDs, which can visually communicate with high-resolution image sensors on HMDs as well as a high-speed optical module. By leveraging...
Faculty Supervisor: Kiriakos Neoklis Kutulakos
Student: Cheng Xu
Partner: Unmodal Research
- Model compression and inference optimization for UAV’s companion computerXRead More
With the evolution of computer vision methods in recent years, more and more scene-understanding methods have been proposed. Meanwhile, SOTI also designed and developed several scene-understanding algorithms. However, due to the limited computing capabilities of UAVs, all these algorithms need to be compressed to use fewer resources. This project will...
Faculty Supervisor: Nandita Vijaykumar
Student: Yuxuan Zhang
- Software System Error Detection and ResolutionXRead More
The software development process is a lengthy process and an area where most companies spend a great amount of capital. Approximately half of this time developers are spending on fixing bugs in their code. Faulty software is difficult to identify both in location and reason. After finding a bug, it...
Faculty Supervisor: Sushant Sachdeva
Student: Anthony Rinaldi
- AI-driven Predictive Models and Consumer Insight for Trade Optimization ImprovementXRead More
The proposed project is to develop AI strategies to provide precision marketing through consumer segmentation and recommender systems, as well as to promote events that shall meet various business goals for retailers and Unilever. Successful outcomes will feed into an On-Demand AI Engine aimed at improving consumer engagement and pricing...
Faculty Supervisor: Scott Sanner;Chi-Guhn Lee
Student: Yu Pang;Jingbo Yang;Landy Xu
Partner: Unilever Canada Inc
- Building a privacy-preserving federated recommender system for mobile devicesXRead More
Lerna AI helps app developers to better understand their users and optimize their campaigns. The company’s mobile library optimizes the timing of user engagement, for example by identifying when the right moment is to send an up-selling notification. This is achieved by seamlessly deploying privacy-preserving federated learning on the mobile...
Faculty Supervisor: Ioannis Mitliagkas
Student: Aasheesh Singh
University: Université de Montréal
- AI Based Script Builder for Web PaymentsXRead More
To conduct research and provide a feasible solution to create an AI-based script builder to automate the company’s pay-by-web transaction process. The pay-by-web transaction process includes many steps. These are steps such as extracting data from different sources and monitoring email inboxes as well as verifying payment information. The process...
Faculty Supervisor: Mariano Consens
Student: Jiujiu Duan
Partner: Iteration Matrix LP
- Blockchain-based ESG and SDG rating platformXRead More
Our interns will work on an innovative platform that rates companies based on their environmental, social, and ethical performance (ESG) and their contributions to global goals (SDG). They will help create digital tokens (NFTs) that ensure the data stays secure and trustworthy, while also protecting privacy with advanced technology (ZKSnarks)....
Faculty Supervisor: Chen Feng
Student: Saeid Yazdinejad;Yi Wang
University: University of British Columbia - Okanagan
- Using multi-modal data and self-supervised approaches for machine learning in healthcareXRead More
This research project aims to address the growing interest in predicting clinical outcomes using machine learning
(ML) approaches applied to Electronic Medical Record (EMR) data. The primary objective of this study is to
develop representations of both EMR and text data found in medical notes using current state-of-the-art...
Faculty Supervisor: Bo Wang
Student: Shixuan Li
Partner: Signal 1 AI
- Driver Behaviour Analysis Using Accelerometers on Android DevicesXRead More
The objective of this project is to develop a software solution that can analyze the accelerometer data on android devices and report certain metrics of a moving vehicle related to road safety and driving conditions. The reports can then be used for immediate call for action in case of detecting...
Faculty Supervisor: Arvind Gupta;Huaxiong Huang
Student: Yulin Wang
- Data Communication Optimization between Mobile Devices and ServersXRead More
The proposed research project aims to improve the way data is transmitted between mobile devices and company servers. This will improve the speed and security of file transfers, data synchronization, application deployment, and distant management of mobile devices. The intern will collaborate with experts from the partner organization who will...
Faculty Supervisor: Eyal de Lara
Student: Ruoqi Shu