Selin Aydin, M. Sc. RWTH

About me

Interests

Software Engineering for Machine Learning (SE4ML)

  • Development processes
  • Prototyping ML POCs
  • Jupyter Notebooks

Activities

Industry cooperations

  • 2020-2023: KISTERS AG

Talks

  • 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.

Publications

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.
    DOI PDF
  • 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.
    DOI PDF
  • 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-WS.org, 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