Industrial Ph.D. (CIFRE)

LIRIS (team GOAL) - ChemIntelligence / DeepMatter August 2023 -

Mapping and expansion of a graph-oriented database.

Internship

ChemIntelligence March 2022 - August 2022

ChemIntelligence is a startup that has developed AI-based software to accelerate R&D in chemistry.

• Improvement of Bayesian Optimization algorithms.
• Implementation of specific handling for categorical parameters.
• Enhancement and enrichment of the benchmarking tool.

Internship

LIRIS 2020 - 2021

[QUALITOP Project]: European project aimed at improving the quality of life for cancer patients.

• Design of conceptual database models.
• Data preparation and quality (imputation for missing data).
• Clustering algorithms.

Perso 2022 - 2023

Data visualization related to Formula 1.

• Handling of large data with a document-oriented DBMS (MongoDB).
• API management (FastAPI).
• Data visualization (Plotly.js).

Master's Orientation Project Spring 2021

Study on the correlation between air pollution and mortality. Submitted and accepted for presentation at the EGC 2022 conference.

• Data preparation.
• Linear (Pearson, Spearman) and non-linear (GAM, GLM) correlation analysis.
• Programming languages: Python and R.
• Collaboration: Hana Sebia.

2019 - 2020

Application that allows performing matrix calculations.

• Development of basic matrix operations (addition, multiplication, inverse, etc.) as well as more complex operations (diagonalization, LU decomposition, QR).
• Programming language: C++.
• Collaboration: Ana-Maria Cerbulean, Maxime Olivié, Hana Sebia.

• See simplified online version developed by Maxime Olivié.
• Download MatriXMiX (AppTest).