Experience

  1. Assistant Professor (Tenure-Track)

    Università degli Studi di Milano

    Responsibilities include:

    • Development of fast and precise event generation methods for MadGraph using the ML-based MadNIS framework
    • Devolopment of the first ML event generator aka MadGraph7
    • Development of Bayesian techniques to better quantify PDF uncertainties
    • Teaching and supervision of students
  2. Postdoctoral Researcher

    Università degli Studi di Milano

    Responsibilities include:

    • Development of interpretable, controllable and robust ML methods for precise PDF fitting within the NNPDF framework
    • Development of fast and precise event generation methods for MadGraph using the ML-based MadNIS framework
    • Teaching and supervision of students
  3. Postdoctoral Researcher

    UCLouvain

    Responsibilities include:

    • Development of fast and precise event generation methods for MadGraph using the ML-based MadNIS framework
    • Teaching and supervision of students

Education

  1. PhD Physics

    Heidelberg University
    Thesis on How to GAN : Novel simulation methods for the LHC. Supervised by Tilman Plehn.
  2. MSc Physics

    University of Freiburg
    Thesis on Approximations for vector-boson scattering at the LHC. Supervised by Stefan Dittmaier.
  3. Imperial College International Diploma

    Imperial College London
  4. BSc Physics

    University of Freiburg
    Thesis on Photon induced top quark pair production and dijet production at the LHC. Supervised by Stefan Dittmaier.