Curriculum Vitae
I am a first stage researcher with experience working in an international, heterogeneous, interdisciplinary research group. I conducted independent research on Natural Language Understanding and managed research projects on research data management. My research areas include Knowledge Graphs and Machine Learning with a focus on Zero-Shot Learning.
Work Experience
| Start | End | Position | Company |
|---|---|---|---|
|
09/2023 |
PhD Student |
Vrije Universiteit Amsterdam |
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Research on combining Large Language Models and Knowledge Graphs. |
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06/2019 |
03/2023 |
Junior Researcher |
FIZ - Karlsruhe |
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Research on Zero-Shot Text Classification using Knowledge Graphs as auxiliary information as well as development of ontologies and Knowledge Graphs for research data management. |
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03/2018 |
09/2018 |
Thesis Student |
Bosch Global Software Technologies Pvt. Ltd. |
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Exploration of features for recognition of near-duplicate reports based on distributional semantics and transfer learning. |
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08/2017 |
02/2018 |
Research Assistant |
Fraunhofer Institute of Optronics, System Technologies and Image Exploitation IOSB |
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Appending virtual reality scenes with foreground objects of an IP camera. |
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08/2016 |
02/2017 |
Thesis Student |
Robert Bosch GmbH |
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Research on video based smoke detection for optical thin smoke. |
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Teaching
Teaching Assistant
| Start | End | Course | Institute |
|---|---|---|---|
|
04/2020 |
08/2022 |
Information Service Engineering |
Karlsruhe Institute of Technology |
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Lecture on fundamentals of natural language processing, knowledge mining, linked data engineering and information retrieval. |
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08/2020 |
12/2020 |
MOOC: Knowledge Graphs |
Hasso-Platner Institute |
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Massive Open Online Course about basic semantic technologies including symbolic AI, knowledge representation with RDF, OWL and querying knowledge graphs via SPARQL. |
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Thesis Supervisor
| Start | End | Course | Institute |
|---|---|---|---|
|
05/2020 |
12/2020 |
Bachelor Thesis |
Karlsruhe Institute of Technology |
|
Evaluation of methods based on large language models for fine-grained text classification. |
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05/2020 |
09/2020 |
Bachelor Thesis |
Karlsruhe Institute of Technology |
|
Knowledge extraction from structured Wikipedia list pages using regular expressions. |
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Education
| Start | End | Degree | University |
|---|---|---|---|
|
03/2017 |
10/2018 |
Master of Science |
University of Applied Sciences Karlsruhe |
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Overall mark: very good (1.2) with distinction |
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09/2013 |
02/2018 |
Bachelor of Science |
University of Applied Sciences Karlsruhe |
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Overall mark: very good (1.2) with distinction |
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