Margaux Luck

Experience

• 

  Institut HyperCube

  Dec 2014 - Jun 2017

  Data Scientist

  - Collaborated with Paris Descartes University on Ph.D. research, developing predictive models to analyze patient data and optimize treatments.- Worked with multidisciplinary teams, including healthcare professionals, to translate biomedical problems intodata-driven solutions.- Published research findings and presented insights at conferences.

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  Mila - Quebec Artificial Intelligence Institute

  Jun 2017 - now

  Senior Applied Machine Learning Research Scientist

  - Experience across multiple sectors, including energy, healthcare, digital music, cosmetics, and operational optimization. Contributions to various projects involving anomaly detection, medical image analysis, AI for therapeutic music applications, as well as healthcare service and industrial process optimization.- Develop and optimize deep learning models for industry clients, primarily in healthcare applications, integrating state-of-the-art techniques through literature reviews.- Analyze datasets at project initiation, ensuring data quality and extracting key insights for model development.- Lead deep learning projects, defining research direction, coordinating tasks, and ensuring client alignment.- Mentor colleagues and advise clients, providing AI consulting and technical guidance to support best practices.- Communicate complex AI concepts, tailoring explanations for both technical and non-technical audiences.- Publish AI research in top-tier conferences, when permitted by clients. Show less