IC People
Antoine Magron
Master Student
Data Science
- EPFL Contact
- antoine.magron@epfl.ch
- Personal Contact
- magron.developer@gmail.com +33 6 49 35 06 75
- Address
-
Route de Praz Véguey 16
Chavannes Près Renens, 1022
Vaud, Switzerland
About
I am an ambitious and motivated student, who is passionate about innovation and new technologies. I graduated in 2021 with a Bachelor's degree in Computer Science at EPFL and I am currently enrolled in Master's Degree still at EPFL. I am passionate about Data Analytics, Statistics, Machine Learning and Large Scale Computing
Experience
Frontend developer
2021
I worked as a frontend developer for a cross-platform mobile app. The goal of this application is to help people managing their personal finances. I allows the user to track every expense he does. The application was developed in React Native using Expo The application was then published on the App Store and the Play Store.
Research Assistant
2020 - 2021
During the fall semester of 2020 and the summer of 2021, I worked as an intern in the research lab INDY Lab at EPFL. A Data Science and network dynamic laboratory. My project was to use the typical data science tools to analyze and visualize the different characteristics of lobbies at the European Parliament. Then in the second place, I used web scraping and other tools to build brand-new tools to visualize them and increase the transparency of the lobbying in the European Union. This project gave me a great experience in a research environment. Thanks to this experiment I acquired a lot of programming skills, especially in data science, autonomy in my work, and teamwork experience.
Projects
Team:
Julien Vignoud, Julien Benhaim, Elisa Michelet, Antoine MagronDescription:
Notify Me SenPy is a productivity tool that let's you track your Python scripts' execution from your smartphone and receive a notification whenever the execution reaches certain points. It is composed of a Python package and a mobile app. The package is used within your Python script to specify which job you want to track and at which points you want to receive notifications. The application is where you can check on your job progress and see the notification history.
Check the public repository
Team:
Victor Kristof, Aswin Suresh, Antoine MagronDescription:
At INformation and Network Dynamic Lab (INDY Lab), Ecole Polytechnique Fédérale de Lausanne EPFL, Switzerland, Septembre 2020-January 2021 (part time), August 2021 (full-time), Understanding the structure of the lobbying in the European Union. Study the public register using pandas and scrape a new dataset using web crawling with Beautiful Soup. Build an interactive map of the lobbying using the website network and use Natural Language Processing to study the lobbies’ interests, and relations to the laws using Word2Vec
Team:
Julien Benhaim, Julien Vignoud, Berangère Colbois, Eva Luvison, Paul Juillard, Mathieu Despond, Antoine MagrnoDescription:
Application realized during the first COVID-19 lockdown during the 72 hours of the event LauzHack Against Covid-19. Because of confinement, many people are bored at home. We offer a fun app to help them keep busy productively, learning new skills, through a list of challenges, via a very user-friendly app.
Check the public repository
Team:
Paul Juillard, Lucas Trognon, Harold Benoit, Antoine MagronDescription:
As the effects of climate change become increasingly visible in our daily life, it is time for humanity to come together for a joint effort to come back to an equilibrium with nature. A joint effort requires collaboration and agreement on what climate change is and what we should do. In this data story, we will study the polarization of opinions around climate change that tend to make this collaboration difficult to accomplish and examine its dynamics. This will be done through the lens of Quotebank, an open corpus of 178 million quotations attributed to the speakers who uttered them, extracted from 162 million English news articles published between 2008 and 2020.
Check the public repository