About Me

🧪 Research

I am PhD candidate at the FARI institute and at the Institut de Recherches Interdisciplinaires et de Développements en Intelligence Artificelle (IRIDIA) of the Université Libre de Bruxelles. After my bachelor’s degree, he completed his master’s in Computer Science with a specialization in artificial intelligence and algorithms at the Université Libre de Bruxelles (ULB). My current research focuses on the optimization of multi-modal transport. The idea of multi-modal routing is to adapt the famous shortest path problem to road networks combining several modes of transport. One way of achieving this is to construct the network as a layered structure, where each layer corresponds to a mode of transport. Thus, the ultimate goal of this research will be to find a solution to this mobility problem by including the notions of time, price and ecological impact. The second underlying objective of this research is to enable users of car-sharing solutions to optimize their trips. This is where this project comes into its own for the common good, by designing algorithmic solutions to ultimately reduce the ecological impact of transport, first in Brussels and then, we hope, everywhere.

🪪 Personal

Passionate about merging applied mathematics and computer science with music and image creation, driven by practicality and a desire for tangible results. Fascinated by the potential of artificial intelligence to bridge the gap between rationality and creativity, with a focus on positively impacting the environment through technology.

Academic

📄 Publications

Accepted

Paper

VEHITS 2024 - Angers - Heuristic Optimal Meeting Point Algorithm for Car-Sharing in Large Multimodal Road Networks.

Accepted

Poster

NetSci 2024 - Québec - Heuristic Optimal Meeting Point Algorithm for Car-Sharing in Large Multi-modal Road Networks.

Accepted

Poster

NetSci 2024 - Québec - Lyric Networks Unveiled: A Novel Approach to Analyzing The Beatles’ Songs Using Text Embeddings and Network Analysis.

Accepted

Poster

NetSciX 2022 - Porto - Understanding the universe of jazz by means of its musicians networks.



⚙️ Technical reports

Report

LLM-Driven Content: Hands-Free Blog and Article Generation Across Diverse Topics.

Report

ACE: Adaptative ChatGPT for Entreprise.



🧑‍🎓 Courses (List of courses for which I was teaching assistant)

Project

Pratical

Université Libre de Bruxelles - INFO-H410 - Techniques of artificial intelligence

Project

Université Libre de Bruxelles - INFO-H402 - Computing project

Project

Université Libre de Bruxelles - INFO-S2001 - Informatique

Project

Université Libre de Bruxelles - TRAN-H201 - Projet multidisciplinaire II et gestion de projet

Spare-time project


Project 1

From Movement to Melody

This project merges human movement with AI through computer vision to create a dynamic dance experience with responsive sound generation, enriching both performer and audience experiences and contributing significantly to cultural innovation.

Project 2

Random Music Sequencer

In this Arduino project, I'm crafting a compact 16-bar sequencer. I'm programming steps and notes to play in a sequence, controlling the timing and order of musical events. Adding a twist, I'm incorporating random parameters to introduce variation and spontaneity into the composition.

Project 3

Rap Lyrics Creation

This project utilizes embeddings to create a visual creationn for French rap lyrics, where smaller distances between embeddings reflects closer proximity, providing a compact visualization of thematic connections and stylistic similarities among the lyrics.

Project 4

Hands-Free Blog Generation

A framework for automating the creation of blogs and articles using LLMs, focusing on time-saving and customization for diverse topics. It outlines the architecture, methodology, and practical applications of the system, highlighting its potential to streamline content generation while maintaining quality and personalization.

Project 4

EsoPy Framework

This project provides a Python template for building esoteric programming languages. It includes a lexer and an interpreter, and a main file that ties everything together.

Project 4

3D Swarm Design

This project explore a new industrial design method inspired by bird flight behavior, surpassing previous limitations to create shapes reminiscent of natural forms.

Education & Work Experience

🧑‍🎓 Education

2023 - Today

PhD - Engineering Sciences and Technology

2021 - 2023

Master - Computer Sciences

2017 - 2021

Bachelor - Computer Sciences


👷 Work experience

2020 - Today

Nice O' Clock - Video editing

2023

FARI - AI for the Common Good Institute - Student job: Programming and System administration

2023

IRIDIA (ULB) - Student job: Research & Development

2019, 2020 & 2021

Le Panoramique (Floreal Group) - Student job: Surveillance, cleaning and ticket sales

2019

Mazure 14 (Ville de Tournai) - Student job: Animation of a musical summer camp

2017 & 2018

THERSA - Student job: Manual work