Academic Partnerships
Capstone Projects
- Queens University
“Analytics By Design” Case Competition - University of Guelph
Machine Learning ENGG6500 Capstone Project - Schulich Master of Business
Analytics Capstone Project - Rotman Master of Management
Analytics Capstone Project
Grants
- Mitacs Accelerate Internship
- NSERC Engage Grant
Boards / Education Boards
Waleed Ayoub
Chief Technology Officer
- Member of Rotman Master of Management Analytics Board
- Member of Schulich Master of Business Analytics Board
Dr. Brian Keng
Chief Data Scientist
- Data Scientist in Residence Rotman School of Business
Dr. Kanchana Padmanabhan
Manager, Data Science
- Lecturer at Ryerson University
Academic Research
Multivariate Arrival Times with Recurrent Neural Networks for Personalized Demand Forecasting
Integrate a survival analysis approach with Recurrent Neural Networks (RNN) to model a personalized customer purchase time distribution jointly over several products.
Multimodal Representation Learning for Retail Product Ontologies
Develop automated and holistic representation of products by mining text and reasoning around images, combining techniques from NLP and Computer Vision.
In partnership with the University of Toronto Department of Electrical & Computer Engineering and Professor Andreas Veneris.
Generating Realistic Customer Purchase Baskets using Generative Adversarial Networks (GAN)
Build a realistic customer basket generator using state-of-the-art generative models (GANs) and learning representations (RNNs). In partnership with McGill University Desautels Faculty of Management and Professor Saibal Ray.
In partnership with McGill University Desautels Faculty of Management and Professor Saibal Ray.
Research Advisory Board
The primary functions of the board will include:
- Tactical support for Rubikloud’s research agenda
- Reviewing and contributing to the research roadmap and its aims and goals
- Reviewing manuscripts intended for publication
- Providing a bridge to the larger research community both local and global
- Participating in scheduled board meetings