Work Experience
at Karlsruhe Institute of Technology • Karlsruhe, Germany
- Developed and optimized robust ML algorithms for real-world datasets.
at SAP • Walldorf, Germany
- Developed distributed system features for SAP HANA, a high-performance in-memory database.
at AWS • Berlin, Germany
- Developed a database-schema recommendation engine for the Redshift database.
at ITscope GmbH • Karlsruhe, Germany
- Developed and maintained full-stack features for the ITscope platform using Java
with Spring.
Education
PhD in Computer Science (Dr. rer. nat.) • Karlsruhe, Germany
- Defended dissertation: "Accurate and robust weakly supervised learning with candidate labels"
(DOI:10.5445/IR/1000190012),
developing novel methodologies for training ML models under ambiguous real-world data
conditions.
Master of Science (MSc), Computer Science
- Achieved the best grade for my Master's thesis
on hyperparameter optimization.
Bachelor of Science (BSc), Computer Science
- Achieved the best grade for my Bachelor's thesis
in the field of hypergraph partitioning.
Erasmus exchange, Computer Science • Gothenburg, Sweden
- Completed a one-year exchange program, focusing on parallel computing and
distributed systems.