Education

MSc in Robotics

EPFL, 2021

Exchange year in Germany during my BSc

RWTH, 2017

BSc in Mechanical Engineering

EPFL, 2018

Experience

biped.ai - Software Engineer

December 2021 - Present

  • Responsible for the object detection pipeline

Swisscom - Master Thesis Student

February 2021 - March 2021

  • Developed a customer embedding to predict customer satisfaction under dataset shift, using different methods (random forests, deep learning, MLPs, autoencoders, semi - supervised learning, ...) and different libraries(pandas, dask, pytorch, numpy, scikit - learn).

Swisscom - Machine Learning Intern

September 2020 - February 2021

  • Developed an indoor localisation method using the 4G/LTE network and CNNs (pytorch).
  • Wrote a paper about it

Intel - Product Engineering Intern

March 2018 - Juin 2018

  • Developed an Electron app (with ES6 and Vue.js) for database management, visualization and analysis.
  • Developed software in Python to test the integrity of a REST API.

Skills

Note: I think these sections are silly, but everyone seems to have one. Here is a *mostly* honest overview of my skills.

Python
5 / 5
Matplotlib/Seaborn
5 / 5
Pandas
5 / 5
Scikit-Learn
5 / 5
Humility
4.99 / 5
Laughing loudly
4.99 / 5
Data Visualization
4 / 5
Deep Learning
4 / 5
Jupyter
4 / 5
Git/GitHub
3 / 5
Data Mining
3 / 5
PyTorch
3 / 5
Tensorflow + Keras
3 / 5
Numpy
3 / 5
Bash
2 / 5
C++
2 / 5
HTML + CSS
2 / 5