Fabrice Nemo's Portfolio

About me

I'm currently working as Applied AI Coordinator @ LiGHT | AI for Global Health & Humanitarian Response.
I am based in our main headquarters at EPFL (Lausanne, Switzerland), working with an international team to develop AI solutions for global health challenges.

- contributing to Meditron, our open-data medical LLM, with a focus on improving its language capabilities and making it multimodal ;
- maintaining mmore, SwissAI's multimodal document processing and RAG Python library ;
- maintaining MMIRAGE, our lab's advanced platform designed to streamline the processing of datasets using generative models ;
- coordinating the preparation of our LiGHT bootcamp, which will soon bring together AI and health workers to collaborate on healthcare-related AI projects ;
- supervising directly 16 students working on my projects, as well as coordinating the organization of the academic milestones (presentations, report) of all the EPFL students involved in the lab.

What I'm doing

Leadership

Definining directions and coordinating humans to achieve a common goal.
Machine Learning

Gathering data and training models to make the world a better place.
Software Engineering

Designing and developing software solutions for Machine Learning.
Education

Teaching technical skills to students and professionals.

Resume

Experience

Applied AI Coordinator
@ LiGHT | AI for Global Health & Humanitarian Response
2025 — Present
I am an Applied AI Coordinator at LiGHT, based at EPFL in Lausanne. I work with an international team to build AI solutions addressing global health challenges. My role includes contributing to Meditron, our open-data medical LLM, with a focus on improving its language capabilities and making it multimodal; maintaining mmore, SwissAI's multimodal document processing and RAG Python library; maintaining MMIRAGE, our lab's advanced platform designed to streamline the processing of datasets using generative models; coordinating the preparation of our LiGHT bootcamp, which will soon bring together AI and health workers to collaborate on healthcare-related AI projects; and supervising directly 16 students working on my projects, as well as coordinating the organization of the academic milestones of all the EPFL students involved in the lab.
Internship "Analysis and Visualization of data from a flight simulator"
@ BeEmotion.ai
Summer 2024
"The primary objective of the project is to develop a data processing and analysis pipeline aiming to understand the behavior of pilots during their training flights in a simulator. Additionally, the project will include creation of a web application with an interactive user interface (UI) allowing users to visualize results of the training in the form of plots and videos. Activities assigned to the student include writing Python scripts for data analysis and developing a web application in HTML/CSS with a comprehensive dashboard."
Chocopresident
@ Chocopoly
2023 — 2025
I served for a year and a half as one of the two co-presidents of Chocopoly, the hot chocolate association of EPFL.
The main activity of Chocopoly consists of preparing hot chocolate at events organized by other associations on campus. There are on average 50+ events per year in which Chocopoly is present, 1,902 liters of hot chocolate have been served during my terms, which amounts to 9,500+ servings (EPFL has about 14,000 students).
My role was to manage the association (the team, the logistics, seek for EPFL's recognition), and coordinate with the other associations on campus when organizing events.
We ended up getting EPFL's official recognition by joining the AGEPoly (general association of students of EPFL) in November 2024, thanks to my dedication and that of my then co-president Laura Paraboschi. This allows the association to organize its own events and get logistical help provided to recognized associations.

Education

MSc of Computer Science
@ EPFL
2022 — 2025
Selected coursework: Machine Learning, Modern NLP, Information Security and Privacy, Cryptography and Security, Advanced Topics on Privacy Enhancing Technologies, Information Systems, Project Management, Data Visualization, Interaction Design.
Licence Double-Diplôme Informatique-Mathématiques
@ Université Paris-Saclay
2019 — 2022
Selected coursework: Programming (imperative, object oriented, functional), Algorithmics, Cybersecurity, Logic for Computer Science (by Christine Paulin), Theoretical Computer Science, Algebra, Analysis.