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Isabelle de Robert has had a diverse work experience. Isabelle currently works at MobilityData as the Director of Product, where they define strategies and roadmaps to maximize the impact of the company's work and leads the Product Development team. Prior to that, they were a Product Manager at MobilityData, where they supported stakeholders across the industry in creating, evaluating, and visualizing high-quality data. Isabelle has also worked as a Technical Mentor at Technovation Montréal and as a Product Management Consultant at Emissions Reduction Now. In addition, they have experience as a Freelance Data Scientist and independent machine learning projects, where they built a real-time computer vision app and a COCO dataset generator. Isabelle has held leadership roles as the Head of Product at FoodRelay and the Production Manager at WOOP, where they tackled operational challenges and supported the growth of the business. Isabelle started their career at LafargeHolcim as a Process Engineer and also worked as a Mathematics and Physics tutor.

Isabelle de Robert completed a Data Science boot camp at Lighthouse Labs in September-December 2020. Prior to that, they obtained a Bachelor's degree in Industrial Engineering from Polytechnique Montréal from 2009-2013. Before their bachelor's degree, they completed the Baccalauréat Français (equivalent DEC sciences) in the division scientifique at Collège international Marie de France from 2006-2009. Isabelle also holds additional certifications in Open Source Compliance Programs, Collaborating Effectively with Open Source Projects, Effective Open Source Program Management, and Open Source Business Strategy from The Linux Foundation, which were obtained in 2023.