A Chrome extension that utilizes a Language Learning Model (LLM) to provide contextual insights during web browsing.
Who am I?
Antonin Faure
23 y.o.
From Nantes, France
Live in Lausanne, Suisse
Master Student in Data Science at EPFL
My hobbies
Cycling
Associations
Web development
Beer tasting
Stagecraft
Cinematography
Screen Tastes: The User-Critic Divide in Cinema
Applied Data Analysis (CS-401) @EPFL
Data analysis of the user-critic divide in cinema comparing the ratings of movies on IMDb and Metacritic.
Occupancy FLEP
Enhancing Room Occupancy Information @EPFL
A web application to enhance the room occupancy information at EPFL.
Analyzing EPFL Restaurant Menus
From Data Scraping to EDA and Network Visualization
Analyzing EPFL Restaurant Menus from Data Scraping to Network Visualization using Python and D3.js, while performing Exploratory Data Analysis (EDA) and Automation with GitHub Actions.
GitHub Actions Scraping
Automating scraping with GitHub Actions
Running a scraping script on a schedule with GitHub Actions
EPFL GraphSociative
Visualizing EPFL's Associative Network
Scraping the EPFL LDAP to visualize the associative network of EPFL using D3.js
RSS Trends
Finding Topics in French News using RSS Feeds
Analyzing RSS feeds from major French media outlets to create a Text Network depicting news trends and connections between most frequent terms.
Fine-tuning T5 for Q/A on EPFL Courses Materials
Modern Natural Language Processing (CS-552) @EPFL
An attempt at training a large language model for assisting students in understanding EPFL course materials.
Deep Q-Learning for Epidemic Mitigation
Artificial Neural Networks/Reinforcement Learning (CS-456) @EPFL
An exploration of deep Q-learning techniques for effective epidemic mitigation strategies, conducted as part of an EPFL course project.
SBB Journey Planner
Large-Scale Data Science Course (COM-490) @EPFL
An EPFL course project using Hadoop and Python to develop a dependable public transport route planner for the Zurich area