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 (2024)
    Tool-supported Development of ML Prototypes. In 31th Asia-Pacific Software Engineering Conference (APSEC 2024), Chongqing, China, Dec 3-6, IEEE Computer Society. PDF
  • Selin Aydin, Dennis Mertens, Ouyu Xu (2024)
    An Automated Evaluation Approach for Jupyter Notebook Code Cell Recommender Systems. In 12th Workshop on Quantitative Approaches to Software Quality (QuASoQ 2024): co-located with APSEC 2024, Chongqing, China, Dec 3, CEUR-WS.org, CEUR Workshop Proceedings.
  • 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
All Publications of SWC
More publications (12)

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 (23)

Latest completed projects:

More thesis projects supervised by me

Latest courses

Summer semester 2025

Winter semester 2024/2025

More courses supervised by me