About Me
My introduction
in Computer Science
projects
Skills
My technical levelAdvanced
Intermediate
Beginner
French : Native
German : Native, level C1
English : Upper-Intermedate B1/B2
2018 - 2019 : 2 intensive English seminars (1 week each) in Ireland at the Galway Cultural Institute (GCI)
2018 : Passing of the language certificate at the Goethe-Institut : Level C1 (80/100)
2016 : Integration of the European German class.
Qualification
My personal journeyData Science Master Student
EPFL - LausannePassing of the Bachelor in Computer Sciences
EPFL - LausannePassing of the Baccalauréat in science engineering. Honors: Very good
Don Bosco - Landser, FRPassing of the brevet des collèges. Honors: Very good
Don Bosco - Landser, FRDon Bosco Secondary School
Don Bosco - Landser, FRTeacher assistant in Data Intensive Systems
Prof. Sanidhya Kashyap - CS-300Teacher assistant in Applied software engineering
Prof. Alexander MathisTeacher assistant in Theory Of Computation
Prof. Mika Göös - CS-251Coach for first-year students
EPFL - LausanneInternship in Cryostar
Huningue, FRSports
14 years of Basketball
Scuba diving (level 1)
Skiing
Portfolio
Most recent work
Microsoft Phi-2 a Small Language Models achieving high accuracy on scientific MCQ answering
In this 10-week project, groups of three aimed to enhance an existing large language model (LLM) to improve its performance in scientific question answering, specifically to evaluate its capabilities using EPFL exam questions. The model underwent fine-tuning and reinforcement learning with the Direct Policy Optimization (DPO) method and expanded its knowledge through Retrieval-Augmented Generation (RAG). To facilitate training on a single GPU, the model was quantized.
See Project Report
Mysteries of luminara
The goal of this project was to develop a game for the Nintendo DS, an embedded system known for its significant limitations in memory, speed, interrupts, actions, and wireless connectivity. The game was created in groups of two and coded in C. This is a maze game where two players compete to reach the end without falling into holes. Each player can activate a potion to view the maze's endpoint and can see the other player's position in real-time.
See Project Report
Organising the mess in online news comments
This is my Bachelor project carried out at the LSIR laboratory (EPFL) under the supervision of Prof. Karl Aberer. The aim was to develop a web platform for summarizing user comments under newspaper articles with the help of finetuned neural networks.
See Project Report
Cellulo-Pong
This is a 14 weeks Unity-engine / C# project done in collaboration with 2 other people. The goal was to create a fun game using the Cellulos built by the CHILI-LAB of EPFL.
See Project
CryptKVS
This project was conducted as part of the CS-210 course. It is a project exclusively coded in C, and it was thought for groups of 2 students who were beginning to learn this language. This project covers most of the notions of C development.
See Project
tCHu
This project was carried out within the framework of the course CS-108 and had for goal to code from scratch the game in java.
See Project
Algorithmic-Problems
The goal of this competition was to solve two hard algorithmic problems.
See Project