Description

Tous les projets sur lesquels j'ai travaillé ont débouché sur quelque chose de concret pour mes clients, je me sent très utile à faire cela.

Je suis un passionné, je passe une bonne partie de mon temps libre à coder des expérimentations.

Industry field of expertise

Languages

English
Fluent
French
Native or bilingual

Workplace preferences

Can work on-site

Morges (up to 50km), Genève (up to 50km), Lausanne (up to 50km), Morges (up to 50km)

Pixalp
Co-Founder & Chief AI Officer
October 2024 - Today (1 year and 9 months)
Morges, Switzerland
Founded Pixalp, a Swiss industrial-imaging AI company building unsupervised anomaly detection (pharmaceuticals, food, printed circuit boards, X-ray) and out-of-distribution image recognition that runs on both commodity CPUs and high-end accelerators.
Developed diffusion-based generative classifiers improving recent research (Diffusion Classifier, CytoDiffusion); benchmarks outperform leading commercial inspection tools (e.g. MVTec) on standard datasets.
Pytorch Python Hugging Face Stable Diffusion Recherche et développement
SGS - Suisse
Senior Data Scientist
IMPORT AND EXPORT
March 2022 - September 2024 (2 years and 6 months)
Genève, Switzerland
● Customs fraud detection with generative AI (Xray image generation with FSQ and stable diffusion, conventional and high energy Xray image
captioning youtu.be/iaNeUtz3d1k with HuggingFace LLMs bugfix participations https://github.com/huggingface/transformers/issues/31425 +
https://github.com/huggingface/transformers/issues/37891, declaration risk assessment, and improving tariff code classification solution by 20% of
accuracy in 2 man days)
● Reverse engineering proprietary Xray image formats and maintaining image processing tools with C# and Python
● UX design
● Making commercial presentations
Python Pytorch Microsoft Azure OVHCloud Hugging Face
Amaris Consulting
Data Scientist
TECH
April 2020 - March 2022 (1 year and 11 months)
Genève, Switzerland
● Database migration for Azqore and for Ville de Lausanne
● Optimizing the movements of a robotic arm for Rolex’s supply chain
● Solving two different OpenAI Gym problems, building a demonstrator (youtu.be/nCsVKkmp9ks) and presenting the methodology at Amaris
● Anomaly detection on Amaris’ invoices
● Optimizing Philip Morris’ electronic cigarettes with Machine Learning augmented data analyses
Reinforcement Learning Deep Learning SQL Python