Clement Wang's personal website

Text-based Molecule Retrieval ⭐

Learning to Match Molecular Graphs with Text Queries

Project Overview This project, part of the Advanced Learning for Text and Graph Data course, tackled a challenging task: retrieve the correct molecular structure from a text description. We combi...

Posted by Clement Wang on January 15, 2024

ABBA Symbolic Representation of Time Series

Time Series Forecasting with Adaptive Brownian Bridge-based Symbolic Aggregation

Project Overview This project was part of the Machine Learning for Time Series course by Laurent Oudre. Together with Guillaume Levy, I reimplemented two papers on symbolic representations of time...

Posted by Clement Wang on January 15, 2024

Mixture Density Networks

Modeling Multi-Modal Regression with Probabilistic Neural Networks

Project Overview As part of the Probabilistic Graphical Models and Deep Generative Models course by Pierre Latouche and Pierre-Alexandre Mattei, I implemented Mixture Density Networks (MDNs) to mo...

Posted by Clement Wang on December 15, 2023

Satellite Images Competition and Publication at BiDS 2023 ⭐

Predicting Leaf Area Index from Sentinel Satellite Data

Project Overview In April 2023, I participated in a 3-week competition to predict the Leaf Area Index (LAI) for each pixel in satellite images from Sentinel-1 and Sentinel-2. The project combined ...

Posted by Clement Wang on November 15, 2023

Spiking Neural Networks

Exploring Bio-Inspired Neural Networks

Project Overview This was a one-week project exploring Spiking Neural Networks (SNNs)—a bio-inspired neural network paradigm that mimics the behavior of biological neurons. The work was conducted ...

Posted by Clement Wang on September 15, 2023

Analyzing Business Opportunities at Etandex

Commercial Opportunity Prediction as a Freelance Business Intelligence Analyst

Project Overview Before returning from Germany, I took on a two-month freelance mission as a Business Intelligence Analyst at Etandex, one of France’s largest construction and infrastructure compa...

Posted by Clement Wang on August 15, 2023

3D Surgery Tools Tracking from Single RGB Camera at Stryker ⭐ ⭐

Computer Vision for Medical Device Tracking in Surgical Environments

About Stryker Before returning to university, I did another six-month internship in the R&D team at Stryker in Freiburg, Germany. Stryker is a global MedTech company that develops surgical equ...

Posted by Clement Wang on July 15, 2023

Photogen AI - Founding a Startup on Diffusion Models ⭐ ⭐

From Research to Production: AI-Generated Images for Customers

Startup Journey The idea for Photogen AI came during my gap year. After an internship in a US startup, I wanted to try building something by myself. At the same time, Generative AI was exploding. ...

Posted by Clement Wang on July 15, 2023

Diagnostic Learning Differences with AI at Polygon Technologies

Analysing video sessions with AI

About Polygon Technologies I spent six months at Polygon Technologies, a psychology startup based in Santa Monica, California. Polygon was trying something new: offering remote diagnostics for lea...

Posted by Clement Wang on January 15, 2023

Being a Machine Learning Consultant at Paris Digital Lab

Various Computer Vision projects for companies

Experience Overview After a year and a half of general engineering studies, I wanted to step into the professional world before finishing my degree. That’s when I started my gap year and joined th...

Posted by Clement Wang on July 15, 2022

Clement Wang