CV

Education

• M.S. in Machine Learning, University of Tübingen, 2026 (expected)
• M.S. in Computer Science, Politecnico di Milano, 2025 (exchange)
• B.S. in Computer Science, University of Freiburg, 2023
• Highschool, Technical School Highschool of Backnang, 2018

Work Experience

• July 2024 - Present: Freelancer
  • Volatilis, Ludwigsburg, Germany
  • Duties included: Implementing a browser-based simulation engine for risk modeling, business and operational development
• August 2024 - Present: Student Assistant
  • BG Clinic - Tübingen, Hand, plastic, reconstructive and burn surgery
  • Duties included: Implementing deep learning pipeline for EMG to pose data, developing convolutional, recurrent, and transformer architectures for time series data, making Nina-Pro dataset accessible through PyTorch
• December 2023 - May 2024: Student Assistant
  • AI-Center Tübingen, Central Office
  • Duties included: Writing a wiki containing organizational aspects for doing research in Germany, performing and analyzing a department-wide survey on experiences of international researchers
• April 2023 - August 2023: Intern
  • Fraunhofer Italia, Advanced Robotics Group, Bolzano, Italy
  • Duties included: Building vision guided imitation learning pipeline for modular robot manipulator
• July 2022 - April 2023: Student Assistant
  • Institute of Intelligent Machine-Brain Interfacing Technology (IMBIT), Neurorobotics Group
  • Duties included: Maintenance and mechanical work for Unitee A1 robot, research between RL and classic control algorithms
• June 2021 - March 2023: Student Assistant
  • Fraunhofer Institute for Physical Measurement Technology (IPM), Object and Shape Detection Department
  • Duties included: Development of multilabel image classification pipeline, performance optimization for neural networks, collection of 3D point cloud data
• March 2020 - May 2021: Student Assistant
  • University Clinic Freiburg im Breisgau, Institute of Medical Bioinformatics and System Biology (IBSM)
  • Duties included: Developing a database application for molecular cancer research, experimenting with DB formats (MongoDB vs SQL), implementing a web interface for an SQL database with Flask and SQLAlchemy

Skills

• Git + SVN
• Python
  • PyTorch + Lightning
  • Gymnasium, PettingZoo, Stable-Baselines3
  • SciKit-Learn
  • Pandas / Polars
• C, C++, C#
• SQL, and No-SQL Database Systems
• Docker
• ROS + ROS2