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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