A project focused on automating discharge summaries from clinical electronic health records using Meditron-7B, featuring context window extension and dynamic information selection for optimal EHR summarization.
Who am I?
Antonin Faure
24 y.o.
From Nantes, France
Live in Paris, France
MSc Data Science at EPFL
Intern @Mistral AI
My hobbies
Cycling
Associations
Web development
Beer tasting
Stagecraft
Cinematography
Disaster Change Captioning
Semester Project @EPFL NLP Lab
A project to detect disaster-driven changes in satellite images using multispectral data and geographic context.
Jarvis Chrome Extension: Your Personal Web Assistant
Enhancing Web Browsing with AI-driven Insights
A Chrome extension that utilizes a Language Learning Model (LLM) to provide contextual insights during web browsing.
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.