Vincent Martineau's Resume

AI Engineer, Ubisoft Divertissement Québec (Dec 2020 – Present)

• Implemented deep learning pipelines in game engines (C++/C#) optimizing workflows for training and deployment.
• Designed and fine-tuned model architectures for real-time applications (PyTorch/sklearn).
• Managed data collection and preprocessing to ensure high-quality datasets (Python/MongoDB).
• Integrated machine learning into game productions.
• Developed tools and scripts to automate processes.

Innovation Programmer, Frima Studio Québec (Dec 2018 – Dec 2020)

• Researched and applied machine learning techniques for computer vision, presenting solutions to clients.
• Investigated AR/VR tech trends to enhance customer engagement.
• Developed prototypes and tested technologies for production suitability.
• Communicated AI/ML concepts to non-technical stakeholders.

Software Engineer, Ubisoft Divertissement Québec (Oct 2010 – Nov 2018)

• Integrated AI techniques to enhance gameplay systems.
• Designed core system architecture leveraging C++/C#/Lua.
• Developed data pipelines and analyzed data from thousands of players.
• Collaborated with international teams, providing training and guidance.
• Coordinated within large teams (500+) on major Ubisoft licenses.

Team Lead/Software Engineer, Longtail Studios Québec (Mar 2006 – 2010)

• Led programming teams using Agile methodologies.
• Developed applications for multiple platforms (Windows, Xbox 360, Wii, DS, mobile).
• Collaborated closely with multiple teams, while maintaining detailed documentation.

An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction

Neural Network Architectures and Feature Extraction for Lumber Production Prediction

Quality of sawmilling output predictions according to the size of the lot - The size matters!