Guillaume Stern, Computer vision and machine learning

Languages

French
Native or bilingual
English
Fluent
German
Fluent

Workplace preferences

Can work on-site

Geneva (up to 50km)

Nomades Advanced Technologies
Computer vision teacher
EDUCATION AND E-LEARNING
September 2024 - Today (1 year and 9 months)
Geneva, Switzerland
-instructed computer vision classes to adults in continuing education
-dealt with theoretical aspects of neural networks, deep learning, CNN's, transformers
World Intellectual Property Organization (WIPO),
Machine learning engineer
DIGITAL AND IT
June 2022 - May 2024 (1 year and 11 months)
Geneva, Switzerland
-designed and implemented Python pipelines, fine-tuned CNN and transformer models for: -> trademark classification: https://vienna-assistant.branddb.wipo.int/
-> image segmentation: extracting figures and captions from patent drawings
Haute Ecole d'Ingénierie et de Gestion du Canton de Vaud,
Research collaborator
DIGITAL AND IT
October 2020 - May 2022 (1 year and 7 months)
Yverden, VD, Switzerland
-designed and implemented Python pipelines using deep learning models for: -> object detection: tracking top-level skiers in competition videos to improve their performances -> image segmentation: estimating the solar potential of buildings in Geneva
https://ww2.sig-ge.ch/vitale_vert/projets/cadastre-des-facades-solaires

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PhD in
ETH Zurich
2016
PhD in
Master in signal and image processing
University of Technology
2008
Master in signal and image processing

Check out Guillaume's education