Johan Berdat

Senior Machine Learning Engineer

Innovation

(Alumni)

Johan Berdat joined the SDSC in May 2019 as a Senior Machine Learning Engineer in the Innovation team, based in Lausanne.

After completing his M.Sc. in Computer Science at EPFL, he worked for a few years as a consultant in the industry. Specialized in natural language processing (NLP) and computer vision, he loves challenges in document analysis and knowledge extraction.

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Projects

Èvokâ: Enhancing Fribourg's Archives

Completed

Making 10 TB of cultural heritage searchable and emotionally resonant

Public sector

Academia

Publications

Mentioned in

April 30, 2021

Dense representation learning

Can we extend the concept of word embeddings to any collection of items, possibly unordered? More precisely, can we learn representations from item sets, such as the product baskets in online retail or music playlists on streaming platforms?

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Case Studies

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