Clément Lefebvre

Senior Data Scientist

Innovation

(Alumni)

Clément became part of the SDSC team in January 2019, assuming the role of a Data Scientist with an emphasis on industry-oriented projects. He holds a Bachelor of Science degree in Physics, acquired in 2016 from the École Polytechnique Fédérale de Lausanne (EPFL) in Switzerland. Following this, he earned a Master of Science in Computational Science and Engineering in 2018, also from EPFL. Throughout his academic journey, Clément concentrated on leveraging Data Science and Machine Learning techniques to enhance efficiency in industrial processes. Subsequently, he developed a specialized interest in Generative AI, with a particular focus on Natural Language Processing (NLP), especially in the application of Large Language Models for innovation.

Projects

Publications

Mentioned in

July 23, 2023

Generative AI: Opportunities and Risks

With applications such as ChatGPT gaining traction, many questions are arising about Generative AI, the technology behind those tools, sometimes described as disruptive. How does it work, how can it support organizations today and what are the risks and opportunities associated with its use?

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June 5, 2023

Montblanc | Applying data science to enhance resource efficiency in manufacturing processes

As we endeavor to reduce global CO2 emissions to avoid the worst impacts of climate change, Bühler Group is laying the technical foundations to make real impacts on the industry’s emissions through an innovative approach to optimizing manufacturing operations.

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Case Studies

Public Sector

Enhancing Parliamentary Services with Generative AI

Partly motivated by Inter-Parliamentary Union directives, the Swiss Parliament departments are exploring uses of generative AI in collaboration with academic institutions. The SDSC team was mandated to create a custom chat assistant powered by state-of-the-art LLMs and a robust RAG system to support complex multilingual interactions for information retrieval.

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Private sector

Data science for enhancing resource efficiency in manufacturing processes

A collaboration between the Swiss Data Science Center and the Swiss processing solution provider Bühler Group is laying the technical foundations to make real impacts on the industry’s carbon emissions through an innovative approach to optimizing manufacturing operations.

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NGO

Monitoring patterns of violence with the ICRC

The International Committee of the Red Cross (ICRC) and the Swiss Data Science Center (SDSC) cooperate on a research project to better understand patterns of violence.

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