Archive

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

Delivery Date Estimation Model at Mirakl

From POC to Production: Building a Time Series Forecasting Solution


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

Training a Foundation Model for EEG Time Series at Beacon Biosignals

Self-Supervised Learning for Sleep EEG Analysis with 95% Fewer Labels


Accelerating Nash Equilibrium Convergence with Google DeepMind

Accelerating Nash Equilibrium Convergence with Google DeepMind

Population-Based Enhancements for Faster FoReL Convergence


Flappy Bird Reinforcement Learning

Flappy Bird Reinforcement Learning

Implementing RL Algorithms to Play Flappy Bird


Graph Neural Network Benchmark on Twitch Dataset

Graph Neural Network Benchmark on Twitch Dataset

Benchmarking Different GNN Architectures on Multiple Classification and Regression Tasks


NLP: Emotion Classification with Aspect-Based Sentiment Analysis

NLP: Emotion Classification with Aspect-Based Sentiment Analysis

Fine-tuning DistilBERT for Aspect-Term Polarity Classification


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

Implementation of Stochastic Weight Averaging (SWA) for Better Generalization


Lymphocytosis Classification - Medical Imaging Project

Lymphocytosis Classification - Medical Imaging Project

Automated Detection of Reactive vs Tumoral Lymphocytosis from Blood Smears


Implicit Acceleration by Overparameterization

Implicit Acceleration by Overparameterization

Reimplementing Experiments from the Paper


Implementation of ABBA Symbolic Representation of Time Series

Implementation of ABBA Symbolic Representation of Time Series

Adaptive Brownian Bridge-based Symbolic Aggregation for Time Series Forecasting


Text-based Molecule Retrieval

Text-based Molecule Retrieval

Learning to Match Molecular Graphs with Text Queries


2023
Mixture Density Networks Implementation

Mixture Density Networks Implementation

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 Benchmark

Spiking Neural Networks Benchmark

Exploring Bio-Inspired Computing for Image and Time Series Classification


Analyzing Business Opportunities at Etandex

Analyzing Business Opportunities at Etandex

Freelance Business Intelligence Analysis with Explainable AI for Commercial Opportunity Prediction


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 Assistance with AI at Polygon Technologies

Diagnostic Assistance with AI at Polygon Technologies

Video Analysis for Learning Differences Diagnosis using Time Series Classification


2022
Machine Learning Consultant at Paris Digital Lab

Machine Learning Consultant at Paris Digital Lab

Various Computer Vision Projects for Companies - 3 Projects of 7 Weeks Each


President of Automatants AI Student Association

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
Genetic Algorithm for Maze Solving

Genetic Algorithm for Maze Solving

Solving Maze Game with Genetic Algorithm - Just for Fun!


Quick, Draw! Competition at Automatants

Quick, Draw! Competition at Automatants

Winning 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
GAN: Cat Generator - My First Deep Learning Project

GAN: Cat Generator - My First Deep Learning Project

From DCGAN to Progressive GAN for Cat Image Generation