CV

Basics

Name Dorian Gailhard
Label PhD Student in Artificial Intelligence
Email dorian.gailhard@telecom-paris.fr
Url https://github.com/DorianGailhard
Summary I am a third-year PhD student at Télécom Paris. My research focuses on scalable machine learning methods for graph and hypergraph generation, structured combinatorial systems, and applications to Electronic Design Automation (EDA).

Work

  • 2024.05 - Present

    Saclay, France

    PhD Student
    Télécom Paris
    Advised by Jhony H. Giraldo, Enzo Tartaglione, and Lirida Naviner. i study hierarchical graph generative approaches and their application to EDA.
    • Topic: System on Chips Design leveraging Artificial Intelligence
    • Keywords: Graph theory, Generative models, EDA
  • 2023.05 - 2023.10

    Padua, Italy

    Research Intern
    Università degli Studi di Padova
    Supervised by Francesco Rinaldi and Damiano Zeffiro. I studied continuous formulations of variants of the Maximum Clique Problem in k-graphs.
    • Keywords: Clustering, Graph Theory, Optimization, Tensor Theory, Python, C++ , Operations Research

Education

Skills

Languages
Python, C++, Java, C
Machine Learning
PyTorch, PyTorch Geometric, NetworkX, NumPy, Pandas, Matplotlib
Data
Spark, PostgreSQL
Infrastructure
Git, Docker, Linux, AWS

Languages

🦉 Duolingo
🇫🇷 French
Native speaker
🇬🇧 English
Advanced (C1)
🇪🇸 Spanish
Intermediate (B2.1)
🇮🇹 Italian
Intermediate (B2.1)
🇨🇳 Chinese
Beginner (A1)
🇸🇦 Arabic
Beginner (A1)
🇷🇺 Russian
Beginner (A1)