Work experience

• Data Scientist for an open-source Federated Learning framework
• Implementing academic papers using Flower (FedAvg, Fedprox...)
• Working with Python, PyTorch, TensorFlow and various deployment tools

• Deep Learning intern, applying Transformers to cybersecurity
• Log based anomaly detection using state-of-the-art NLP techniques
• Adapting academic research about log based anomaly detection for use in the industry

• Full-stack developper for a web application
• Used by clients to track their assets and manage their estate
• Data analysis and visualization from database
• PHP backend using Laravel and Vue.js frontend

Poséidon Helpdesk EPFL (2020-2023) 💻️

• Software and hardware support for all systems.
• Support for all the EPFL community via a ticketing platform.
• In charge of the training for new employees.

Rod Garage SA (2021) 🚗

• Working on the first Porsche 993 electrified prototype.
• In charge of programming the car's MCU in C.
• Designing the CAN bus communications scheme.
• Integration of the different subsystems.

Various summer jobs ♻ 📮

• Retripa SA (2019) Worked in a recyling factory.
• LVMH (2017, 2018, 2019) Worked in general services.
• Indosuez (2018) Worked in general services.

Projects

• Real time activity detection and social distancing estimation with a webcam
• Cyclist intention recognition
• Using OpenPifPaf for pose estimation
• Written in Python with PyTorch
• Article about it

Bouldering Problem (2021) 🧗

• Move sequence detection on bouldering problems based on videos
• Worked with the Swiss National Climbing team
• Pose estimation with OpenPose
• Move sequence detection with custom algorithm and clustering
• Written in Python, dynamic visualization

Processing game (2020) 🎮️

• Basic 3D game
• Written with Processing
• Based on computer vision, controllable using a webcam

Javass (2019) 🃏

• Playing cards game in Java
• Optimized Monte Carlo type AI to play against
• Graphical interface using JavaFX
• Multiplayer LAN system

Finding Waldo (2018) 👨🏻

• Given a crowded picture, finds the face of Waldo in it
• Written in Java
• Calculating the minimum distance between groups of pixels in the image and a reference image
• Or using a cross-correlation algorithm with the same reference picture

Education

• Msc in Data Science with a minor in Management, Technology and Entrepreneurship (expected June 2023)

École Polytechnique Fédérale de Lausanne (EPFL) 🏫

• Bsc in Computer and Communication Sciences (June 2021)

Skills

• Scala, C, Java, Python, PyTorch, TensorFlow, Scipy, Numpy, SQL, VHDL, Assembly, HTML, CSS, PHP, Javascript
• Fluent in French 🇫🇷 and English 🇬🇧, basic German 🇩🇪 and Spanish 🇪🇸

Diplomata

• French High-School Diploma with highest honours 🎓️
• Aeronautics Initiation Certificate with highest honours ✈️

Extracurriculars and Leadership

• Lock for the LUC Rugby🏉, first Swiss league team, 2019-
• Google Hashcode 2020👨‍💻, top 2.5%
• PolySports🏅 association VP, Head of communication, 2019-2020
• PolySports🏅 association, Graphic Designer, 2018-2019
• EPFL Coaching, 2019
• Traveling 🧳, sports 🏄️, woodworking 🔨, electronics 🔌, martial arts 🥋, cinema 📽️

See also