CV
General Information
Full Name | Julian Dierkes |
Languages | English, German |
Experience
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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
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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
- Working on large-scale foundational models with self-supervised algorithms
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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
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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
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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
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2019-2022 - Receiving the Porsche and Deutschland Stipendium scholarship
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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!