CV
Work experience
- July 2024 - present: Machine Learning Scientist
- DKB Service GmbH, Berlin, Germany
- Building ML and generative AI products in customer service.
- May 2022 - June 2024: Data Scientist
- Stiftung Neue Verantwortung, Berlin, Germany
- Data-driven insights at the intersection of technology and policy.
- June 2021 - Juni 2022: Junior Researcher: Bioinformatics and Omics Data Science
- Max Delbrück Center for Molecular Medicine, Berlin, Germany
- Multi-task and semisupervised learning for drug response prediction of cancer cells using omics data
- June 2019 - April 2021: Master’s Thesis, Eberhard Karls University of Tübingen, Tübingen
- Thesis advisor: Prof. Matthias Hein
- Investigating robustness of neural networks via preimages of feature maps
- Aug - Sep 2018: Research Intern: Natural Language Processing
- National Chung Cheng University, Chiayi, Taiwan
- Comparing the benefits of different hand-crafted features for multiple architecture choices on the task of question answering using TensorFlow
- Aug - Sep 2017: Research Intern: Computer Vision
- Indian Institute of Technology, Gandhinagar, India
- Transferring motion of simple objects with Generative Adversarial Networks using PyTorch
Education
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M.Sc., Physics, Georg-August University of Göttingen, Göttingen, Germany, 2021
Average grade 1.0, with distinction -
B.Sc., Physics, Georg-August University of Göttingen, Göttingen, Germany, 2018
Final grade 1.2, among top 4%- Bachelor’s thesis: Learning Features by Predicting Camera Transformations between Image Pairs
Skills
- Programming Languages:
- Python
- C/C++
- Mathematica
- PyTorch, Jax, Keras
- NumPy, pandas, Matplotlib
- MySQL, PostgreSQL
Teaching
- TA: Mathematical Methods in Physics
- TA: Experimental Physics 2 - Electricity and Magnetism
- TA: Experimental Physics 1 - Mechanics
Scholarships
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2017, 2018: Research Internships in Science and Engineering Worldwide
Research scholarship awarded by the German Academic Exchange Service (DAAD) -
2012: Barnim-Stipendium
Scholarship for extraordinary scholastic achievements in mathematics and science