Clement Wang's personal website

Being President of Automatants AI Student Association ⭐ ⭐

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

About Automatants Automatants is the AI student association of CentraleSupélec. It promotes machine learning by sharing knowledge, organizing events, competitions, and projects. I first joined ...

Posted by Clement Wang on February 15, 2022

Tabular Data Competition: Building Classification from Geodata

Ranked 2nd over 72 in Course Competition on Tabular Data

Project Overview Ranked 2nd out of 72 participants in a machine learning course competition focused on tabular data classification. The challenge involved classifying buildings into 5 distinct cat...

Posted by Clement Wang on January 15, 2022

Solving a Maze without looking

Genetic Algorithm for Maze Solving

Introduction Genetic algorithms are an interesting class of optimization methods inspired by the process of natural selection. In this project, I applied a genetic algorithm to solve a maze with a...

Posted by Clement Wang on December 15, 2021

Quick, Draw! Competition at Automatants ⭐

Winning a Competition on Imbalanced Image Classification

Introduction This blog post details my experience winning the Automatants Quickdraw! competition on imbalanced image classification. This competition was an excellent opportunity to apply everythi...

Posted by Clement Wang on November 15, 2021

Neural Style Transfer and Perceptual Loss

From Vanilla NST to Real-Time Style Transfer

Introduction Neural Style Transfer (NST) is a fascinating application of computer vision. The ability to separate and recombine the content and style of images using perceptual loss opens new poss...

Posted by Clement Wang on September 15, 2021

French Robotic Cup - Autonomous Robot Development

Building an Autonomous Robot for Object Manipulation in Defined Environment

Project Overview The French Robotic Cup (Coupe de France de Robotique) is an annual competition that challenges teams to build autonomous robots capable of performing complex tasks in a structured...

Posted by Clement Wang on July 15, 2021

Infering Genes Links with Unsupervised Methods

Collaboration with Pasteur Institute on Gene Expression Analysis

Project Overview This one-week project was conducted in collaboration with the Pasteur Institute, focusing on inferring gene relationships from expression data using unsupervised learning methods ...

Posted by Clement Wang on June 15, 2021

ViaRézo - Tech Student Association of CentraleSupélec

My first steps in a tech environment

About ViaRézo ViaRézo is the tech student association of CentraleSupélec. It provides internet access and many web services (mailing lists, VMs, social media, etc.) to more than 2000 students. Abo...

Posted by Clement Wang on May 1, 2021

To The Ground - Unity Game Jam ⭐

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

Project Overview This was my very first group coding project with a team of 5 people. We designed and developed a 3D horror game in Unity using C# within one week. This intensive game jam experien...

Posted by Clement Wang on February 15, 2021

My First Deep Learning Project: Cat Generator

From DCGAN to Progressive GAN for cat image generation

Project Overview This project marked my introduction to deep learning. As my very first deep learning project, I chose to explore the world of Generative Adversarial Networks (GANs) by training mo...

Posted by Clement Wang on October 15, 2020

Clement Wang