CV

General Information

Full Name Julian Dierkes
Languages English, German

Experience

  • 2023 - now
    Scientific Researcher / PhD Student
    AI Methodology, RWTH Aachen University
    • Researching AutoML for RL to improve applicability, scalability and robustness of RL
    • Supervised by Prof. Holger Hoos
  • 2021-2022
    Student Assistant
    Chair for Human Language Technology, RWTH Aachen University
    • Working on large-scale foundational models with self-supervised algorithms
      • performed transformer pre-trainings using multilingual speech data
      • explored different methods to effectively fine-tune pre-trained models to low-resource languages
    • Actively extended the lab's software environment for automatic speech recognition and machine translation
  • 2019
    Student Assistant
    Chair for Human Language Technology, RWTH Aachen University
    • Working on sentence embedding learning for automatic machine translation systems
    • Actively extended the lab's software environment for automatic speech recognition and machine translation

Education

  • 2020-2022
    MSc. Computer Science
    RWTH Aachen University, Germany
    • Final Grade 1.1 (with distinction), GPA 3.9
    • Minor in Mathematics
    • Thesis "Unsupervised Feature Learning for Multilingual Speech Recognition"
      • Supervised by Prof. Hermann Ney and Prof. Ralf Schlueter
      • Grade 1.0 - best possible grade
  • 2016-2020
    BSc. Computer Science
    RWTH Aachen University, Germany
    • Final Grade 1.4 (very good), GPA 3.6
    • Minor in Mathematics
    • Thesis "Modeling Generative Adversarial Networks using Component and Connector Architectures"
      • Supervised by Prof. Dr. Rumpe
      • Grade 1.3 - second-best possible grade

Honors and Awards

  • 2019-2022
    • Receiving the Porsche and Deutschland Stipendium scholarship
  • 2015
    • First prize in the category Mathematics at the Dr. Hand-Riegel Fachpreise competition awarded with 500$
    • Among the 5% best participants in the Bundeswettbewerb Informatik, a Germany wide Computer Science competition

Other Interests

  • I teach a shuffle dance class at university sports which is great fun!