Selin Coban (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

  • Tool-supported Development of ML Prototypes. APSEC 2024, Chongqing, China, 3.-6. December 2024
  • An Automated Evaluation Approach for Jupyter Notebook Code Cell Recommender Systems. QuASoQ 2024, Chongqing, China, 3. December 2024
  • Developing Machine Learning Systems: Situational Factors Shaping the Development Process. ISE 2023, Seoul, Korea, 4. December 2023
  • Experimenting with Jupyter Notebooks - Do’s and Don’ts. Women in AI Christmas Talks, Aachen, 28. November 2023
  • Prototyping ML Solutions: A Software Engineering View. OODACH 2023, Hamburg, Germany, 12-13.Oktober 2023
  • Automated Construction of Continuous Delivery Pipelines from Architecture Models. APSEC 2021, Taiwan (virtual), 6.-9- December
Picture of Selin Coban
Selin Coban
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
  • Selin Aydin, Horst Lichter (2024)
    Tool-supported Development of ML Prototypes. In 31st Asia-Pacific Software Engineering Conference (APSEC 2024), Chongqing, China, Dec 3-6, IEEE Computer Society, 477-481.
    DOI 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, Vol. 3864, 4-11. 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 (25)

Latest completed projects:

More thesis projects supervised by me

Latest courses

Winter semester 2025/2026

Summer semester 2025

More courses supervised by me