Applied Machine Learning Research Team

Our Mandate

The Mila Applied Machine Learning Research Team collaborates with various organizations and supports them in their implementation of artificial intelligence (AI) technology, while ensuring knowledge transfer to the organizations’ teams. 

Our Approach

Approach, Team background. 

  • Privileged access to Mila’s 500+ faculty and student researchers
  • Collaborative approach to transfer knowledge to industry researchers
  • Access to funding
  • Mutually beneficial agreements regarding intellectual property

How We Work

The Applied Machine Learning Research Team supports organizations in their implementation of AI technology using two different approaches, based on the organizations need. 

Consulting

Description

Hands-on Approach

Description

Case Studies

L’Institut de recherche d’Hydro-Québec (IREQ)

Les chercheurs de Mila ont uni leurs expertises en apprentissage profond à celles des scientifiques de l’IREQ pour permettre une prédiction plus fine des radiances solaires sur un territoire donné, soit la quantité d’énergie dégagée par le soleil qui arrive au sol, afin de déployer des panneaux solaires aux endroits stratégiques pour maximiser la production d’électricité.

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« Les étudiants ont analysé des images satellites pour comparer les prévisions de quantité de rayonnement solaire au sol obtenues au moyen d’un modèle IA à celles générées par d’autres modèles existants. Les premiers résultats sont encourageants. Grâce à leurs travaux, on va pouvoir gérer notre réseau de façon plus efficace. »

Patrick Jeandroz, Chef expertise science des données et calcul haute performance à L’Institut de Recherche d'Hydro-Québec. 

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Our Team

Pierre-Luc St-Charles

Applied Research Team
Applied Research Scientist

Margaux Luck

Applied Research Team
Université de Montréal

Jean-Philippe Nantel

Applied Research Team
AI project manager

Joseph D Viviano

Applied Research Team
Applied Research Scientist

Rishab Goel

Applied Research Team
Applied Research Scientist

Hadrien Bertrand

Applied Research Team
Applied Research Scientist

Mirko Bronzi

Applied Research Team
Applied Research Scientist

Jeremy Pinto

Applied Research Team
Applied Research Scientist

Simon Blackburn

Applied Research Team
Applied Research Scientist

Mathieu Germain

Applied Research Team
Applied Research Scientist

Pierre Luc Carrier

Applied Research Team
Applied Research Scientist

Arsene Fansi Tchango

Applied Research Team
Applied Research Scientist

Gaétan Marceau Caron

Applied Research Team
Applied Research Scientist
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