Selin Aydin, M. Sc. RWTH

About me


Software Engineering for Machine Learning (SE4ML)

  • Development processes
  • Prototyping ML POCs
  • Jupyter Notebooks


Industry cooperations

  • 2020-2023: KISTERS AG


  • Prototyping ML Solutions: A Software Engineering View. OODACH 2023, Hamburg, Germany, 12-13.Oktober 2023
Picture of Selin Aydin
Selin Aydin
Research Assistant

Research projects

SE4ML - Processes, People and Tools

In this reseach project, we aim to contribute to the development of new ML-specific system development approaches. To this end, we analyze and aim to improve the development processes and associated tooling environments. This of course involves a close coordination with the people involved in the process and applying the tools.


Latest publications:

  • Miguel Perez, Selin Aydin, Horst Lichter (2024)
    A Flexible Cell Classification for ML Projects in Jupyter Notebooks. In Computing Research Repository (CoRR), Vol. 2403.
  • Laurens Studtmann, Selin Aydin, Horst Lichter (2023)
    Histree: A Tree-Based Experiment History Tracking Tool for Jupyter Notebooks. In 30th Asia-Pacific Software Engineering Conference (APSEC 2023), Seoul, South Korea, Dec 4-7, IEEE Computer Society, 299-308.
  • Selin Aydin, Horst Lichter (2023)
    Developing Machine Learning Systems: Situational Factors Shaping the Development Process. In Sungsoo Ahn, Seonah Lee, Sajid Anwar (eds.) 2nd International Workshop on Intelligent Software Engineering (ISE 2023), Seoul, Korea, Dec 4,, CEUR Workshop Proceedings, Vol. 3655. PDF
More publications (10)

Supervisor for thesis projects

Open thesis topics (0)

Currently, I do not offer any thesis projects. I will update this page as soon as I offer new thesis projects.

Current thesis topics (2)

Completed thesis projects (21)

Latest completed projects:

More thesis projects supervised by me

Latest courses

Summer semester 2024

Winter semester 2023/2024

More courses supervised by me