Archive

「What I have done in the past」
2025
Delivery Date Estimation Model at Mirakl

Delivery Date Estimation Model at Mirakl

Building a Time Series Forecasting Model for Marketplace Orders


2024
Training a Foundation Model for EEG Time Series at Beacon Biosignals

Training a Foundation Model for EEG Time Series at Beacon Biosignals

Reaching over 80% Sleep Staging Accuracy with 5% of the annotated data


Nash Equilibrium Finding at Google DeepMind

Nash Equilibrium Finding at Google DeepMind

Accelerating FoReL Convergence with Population-Based Methods


Playing Flappy Bird with Reinforcement Learning

Playing Flappy Bird with Reinforcement Learning

Q-Learning and Monte Carlo Control for Text Flappy Bird


Graph Neural Network Benchmark on Twitch Dataset

Graph Neural Network Benchmark on Twitch Dataset

Benchmarking Different GNNs on Multiple Classification and Regression Tasks


Aspect-Based Sentiment Analysis

Aspect-Based Sentiment Analysis

Understanding Sentiment with Respect to Specific Aspects


Prey Predator Simulation with MADDPG

Prey Predator Simulation with MADDPG

Multi-Agent Reinforcement Learning for Cooperative Behavior


Averaging Weights Leads to Wider Optima and Better Generalization

Averaging Weights Leads to Wider Optima and Better Generalization

Experimenting with Stochastic Weight Averaging (SWA)


Lymphocytosis Classification

Lymphocytosis Classification

Detection of Tumoral Lymphocytosis from Blood Smears


Implicit Acceleration by Overparameterization

Implicit Acceleration by Overparameterization

Stacking Linear Layers Improves Training?


ABBA Symbolic Representation of Time Series

ABBA Symbolic Representation of Time Series

Time Series Forecasting with Adaptive Brownian Bridge-based Symbolic Aggregation


Text-based Molecule Retrieval

Text-based Molecule Retrieval

Learning to Match Molecular Graphs with Text Queries


2023
Mixture Density Networks

Mixture Density Networks

Modeling Multi-Modal Regression with Probabilistic Neural Networks


Satellite Images Competition and Publication at BiDS 2023

Satellite Images Competition and Publication at BiDS 2023

Predicting Leaf Area Index from Sentinel Satellite Data


Spiking Neural Networks

Spiking Neural Networks

Exploring Bio-Inspired Neural Networks


Analyzing Business Opportunities at Etandex

Analyzing Business Opportunities at Etandex

Commercial Opportunity Prediction as a Freelance Business Intelligence Analyst


Photogen AI - Founding a Startup on Diffusion Models

Photogen AI - Founding a Startup on Diffusion Models

From Research to Production: AI-Generated Images for Customers


3D Surgery Tools Tracking from Single RGB Camera at Stryker

3D Surgery Tools Tracking from Single RGB Camera at Stryker

Computer Vision for Medical Device Tracking in Surgical Environments


Diagnostic Learning Differences with AI at Polygon Technologies

Diagnostic Learning Differences with AI at Polygon Technologies

Analysing video sessions with AI


2022
Being a Machine Learning Consultant at Paris Digital Lab

Being a Machine Learning Consultant at Paris Digital Lab

Various Computer Vision projects for companies


Being President of Automatants AI Student Association

Being President of Automatants AI Student Association

Leading 20 People, Organizing Events, and Promoting Machine Learning at CentraleSupélec


Tabular Data Competition: Building Classification from Geodata

Tabular Data Competition: Building Classification from Geodata

Ranked 2nd over 72 in Course Competition on Tabular Data


2021
Solving a Maze without looking

Solving a Maze without looking

Genetic Algorithm for Maze Solving


Quick, Draw! Competition at Automatants

Quick, Draw! Competition at Automatants

Winning a Competition on Imbalanced Image Classification


Neural Style Transfer and Perceptual Loss

Neural Style Transfer and Perceptual Loss

From Vanilla NST to Real-Time Style Transfer


French Robotic Cup - Autonomous Robot Development

French Robotic Cup - Autonomous Robot Development

Building an Autonomous Robot for Object Manipulation in Defined Environment


Infering Genes Links with Unsupervised Methods

Infering Genes Links with Unsupervised Methods

Collaboration with Pasteur Institute on Gene Expression Analysis


ViaRézo - Tech Student Association of CentraleSupélec

ViaRézo - Tech Student Association of CentraleSupélec

My first steps in a tech environment


To The Ground - Unity Game Jam

To The Ground - Unity Game Jam

My First Group Coding Project: 3D Horror Game in Unity


2020
My First Deep Learning Project: Cat Generator

My First Deep Learning Project: Cat Generator

From DCGAN to Progressive GAN for cat image generation