Portfolio

Industrial PhD

Time series that fit better with inferred parameters
LSTM architecture to generate whole time series
CNN architecture to generate whole time series

Atomic-scale denoising of hyperspectral imaging

Example of a parameter tuning for image denoising

A noisy hyperspectral image A denoised hyperspectral image

Hackathon Open Data DGFiP 2022

Breakdown of services and procedures Structures by department

Earthquake prediction

Earthquake location Earthquake histograms

Percent of earthquakes by magnitude Number of earthquakes by magnitude

Kaggle competition to predict electricity consumption

Example of a time series of electricity consumption An example of a prediction of an electricity consumption with a GAM model