• Developed an action recognition pipeline for over 70 physiotherapy exercises.• Trained, fine-tuned and compared monocular pose estimation models across tough conditions.• Created a large synthetic motion dataset with variability on movement, character, background and lighting.

Anomaly detection from log data using Transformers and GraphML

This course teaches the basic techniques, methodologies, and practical skills required to draw meaningful insights from a variety of data, with the help of the most acclaimed software tools in the data science world: pandas, scikit-learn, Spark, etc.

Ephemeral food truck which opened on the EPFL campus offering a range of products based on the Belgian fries industry. Involved in the research of sponsors and merchandise, creation of the business plan and brand image.

This course provides an introduction to computer networks. It describes the principles that underly modern network operation and illustrates them using the Internet as an example.