Financial data are known to be generated from complex distributions, often assumed to be changing over time. The aim of this project is to build a simulator of multivariate time series, parameterized as simply as possible by a user, with the freedom to build different models, to assess their general behavior and key properties. This […]

Electricity is vital to our modern life. Different from other commodities, electricity prices show seasonal patterns with mean reversion and ‘short-lived’ spikes. It is significantly important for market participants to model power prices (both spot prices and forward prices) for risk management. Polynomial process is a class of time-homogenous Markov processes with the property that […]

Clearview Advisory is a boutique advisory firm founded in 2016 that helps business owners with high value projects – Mergers and Acquisitions, divestitures, financings, joint-ventures, business integration management and strategic planning. Up to this point, Clearview has grown entirely through word of mouth. The firm wants to continue to expand its business more formally, but […]

This project is about image upscaling which refers to the task of constructing a high resolution image of a given lower resolution image, while preserving features of the original image, such as sharpness and texture. One of the utmost difficulties that limit practical application of state-of4he-art upscaling algorithms is their inherent computation demand, and thus, […]

La compagnie Assomption Vie souhaite que les clients, nouveaux ou existant, obtiennent une réponse rapide pour leur demande d’assurance vie tout en restant dans les limites des risques acceptables. Pour répondre alors ces attentes, l’objectif du projet proposé est de développer un modèle prédictif intelligent et automatique qui classe avec précision les risques en se […]

This project is the first step to providing Thinking North’s Purple Squirrel recruitment platform to go beyond traditional matching with a novel, data-backed holistic candidate matching process. To provide a robust system, Thinking North is collaborating with Seneca’s School of Software Design and Data Science to use advanced artificial intelligence and gamification techniques to combine […]

The project aims to use state-of-the-art machine learning techniques to perform model validation. In particular, the intern will validate outcomes from risk assessment models for loan portfolios. The results will be employed to further the efficiency of ATB’s internal stress testing models. The benefit for ATB financial will be the possibility to detect subsamples for […]

Recent market instability, volatility, and Bitcion (BTC) halving event combined to create significant challenges for this sector, resulting in many hashing power producers being forced into bankruptcy. The sector has grown very rapidly and has been plagued with boom-bust cycles that have been difficult for producers to weather due to the lack of hedging tools/financial […]

Blockchain and distributed ledger technologies provide networks a method to ensure trust in the network while not relying on a central authority, or even any individual node in the network. Moreover, these technologies enable secure transaction and recording keeping within the network by using distributed consensus to verify the actions of users and cryptographically linking […]

Blockchain technologies are increasingly becoming integral parts of information systems in domains that exhibit an increased need for resilience and can make no assumption of trust between parties. However, properly adopting blockchain in an information system design remains difficult, unsystematic and requires thorough understanding of the technology. In this project we explore ways by which […]

Avec ce projet, la compagnie The Money Tree Online Services Inc. propose des solutions innovantes dans Ie domaine des e-coupons. Un e-coupon ou coupon mobile est un coupon numerique envoye a un appareil mobile tel qu’un telephone sans fil etlou intelligent ou un assistant numerique personnel (PDA, Personal Digital Assistant). Essentiellement la compagnie vise la […]

La compagnie Assomption Vie souhaite que les clients, nouveaux ou existants, obtiennent une réponse rapide pour leur demande d’assurance vie tout en restant dans les limites des risques acceptables. Pour répondre alors à ces attentes, l’objectif du projet proposé est de développer un modèle prédictif intelligent et automatique qui classe avec précision les risques en […]