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:

  • Selin Aydin, Horst Lichter (2023)
    Developing Machine Learning Systems: Situational Factors Shaping the Development Process. In 2nd International Workshop on Intelligent Software Engineering (ISE 2023) (to be published), Seoul, Korea, Dec 4, CEUR-WS.org, CEUR Workshop Proceedings.
  • 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) (to be published), Seoul, Korea, Dec 4-7, IEEE Computer Society. PDF
  • Horst Lichter, Selin Aydin, Thanwadee Sunetnanta, Toni Anwar (2022)
    Report on the 10th International Workshop on Quantitative Approaches to Software Quality. In QuASoQ 2022 & SEED 2022 : joint proceedings of 10th Workshop on Quantitative Approaches to Software Quality (QuASoQ 2022) & 6th Software Engineering Education Workshop (SEED 2022): co-located with APSEC 2022, Japan (virtual), Dec 6, CEUR-WS.org, CEUR Workshop Proceedings, Vol. 3330, 1--3. PDF
More publications (9)

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 (4)

Completed thesis projects (19)

Latest completed projects:

More thesis projects supervised by me

Latest courses

Summer semester 2024

Winter semester 2023/2024

More courses supervised by me