Education
Bachelor of Science in Computer ScienceOct. 2023 – Present
Technical University of DarmstadtDarmstadt, HE
- Current grade: 1.1 German scale (GPA: 3.9)
- Exchange semester: Aarhus University, Denmark, Jan. 2026 – Jun. 2026
- Elective courses: Robot Learning, Visual Computing, Markov Decision Theory, Machine Learning in Game Theory
Bachelor of Arts in Digital Business ManagementOct. 2019 – Sep. 2022
Baden-Wuerttemberg Cooperative State UniversityMannheim, BW
- Final grade: 1.2 German scale (GPA: 3.8)
- Thesis: Conception of a Strategy to Increase Data Quality for a Predictive Analytics Application
Work Experience
Working Student Machine Learning & Data EngineeringAug. 2024 – Present
Compredict GmbHDarmstadt, HE
- Implemented a contrastive timestamp-embedding model in Keras and integrated it into a production Python package for time-series analysis and visualization
- Developed Python packages for data quality and data labeling for high-frequency time-series data, including core logic, tests, and documentation
- Built unit and integration tests for data pipelines in MWAA and FastAPI services to improve reliability of ML systems
Working Student Bioinformatics Research & DevelopmentOct. 2022 – Sep. 2023
BioNTech SEMainz, RP
- Developed a data pipeline transferring local research files to AWS (S3/Glue/Redshift) and making them accessible in a data warehouse
- Extended a bioinformatics feature pipeline used for downstream machine learning workflows
Cooperative Education StudentAug. 2019 – Sep. 2022
Fresenius GroupBad Homburg, HE
- Completed internship rotations in Project Management, Business Intelligence, and Process Mining
Projects
Cavitation Experiment Database (Team Project)Oct. 2025 – Mar. 2026
TU Darmstadt (Chair of Fluid Systems)
- Built a TimescaleDB database replacing HDF5/JSON-based experimental data storage with a unified schema
- Developed a documented Python API for ingestion and querying of experimental sensor and metadata
- Set up unit/integration tests and GitLab CI/CD for linting, testing, and documentation deployment
- Technologies: Python, PostgreSQL, TimescaleDB, GitLab CI/CD
MuJoPySep. 2025
Open Source (GitHub/PyPI)
- Built and published a Python package exposing MuJoCo models as robot graphs for ML workflows
- Implemented robot-graph feature extraction and a Pytest-based test suite
- Technologies: Python, MuJoCo, Pytest, PyPI
Large-Scale Robot Generation (Team Project)Apr. 2025 – Sep. 2025
Technical University of Darmstadt (Intelligent Autonomous Systems Group)
- Built an MPNN-based variational autoencoder learning latent representations of robot morphologies in MuJoCo
- Implemented training and evaluation workflows in PyTorch with experiment tracking in Weights & Biases
- Technologies: Python, PyTorch, MuJoCo, Weights & Biases
Skills
ProgrammingPython, SQL, C++, Java
Data Engineering & BackendPostgreSQL, Apache Airflow/MWAA, FastAPI, AWS (Redshift/Glue/S3), Docker
Machine LearningPyTorch, TensorFlow, Keras, Weights & Biases
Testing & ToolingPytest, GitLab CI/CD, Python packaging, Polars, Pandas
LanguagesGerman (native), English (fluent), Spanish (basic)