Master's Thesis on Optimizing Defect Classification and Summarization Using Machine Learning and Generative AI (SS27)

TRUMPF GmbH + Co. KG · Ditzingen

ThesisGerman needed: fluent

Still open on 3 Nov

You apply on the company's own website.

Key facts

Using AI and ML techniques such as Random Forest and SVM, you classify defects and improve the reliability of machine clustering
By leveraging GPUs and cloud services like Azure ML or Google Colab, you optimize the performance of training and prediction models
You develop an automated system for bug report creation and linking to task boards using generative and explainable AI
In development, you use modern tools including C# with .NET 9.0, Azure DevOps, Visual Studio 2022 or VS Code, Docker, and Python with scikit-learn, Keras, or comparable libraries

A degree in computer science or a comparable program forms your technical basis
You have initial experience in machine learning or AI
Basic programming skills, preferably in Python or C#, round off your technical profile
Good German and English skills, both written and spoken, complement your language profile
With analytical and conceptual skills, a structured way of working, and quick comprehension, you tackle new tasks

Using AI and ML techniques such as Random Forest and SVM, you classify defects and improve the reliability of machine clustering
By leveraging GPUs and cloud services like Azure ML or Google Colab, you optimize the performance of training and prediction models
You develop an automated system for bug report creation and linking to task boards using generative and explainable AI
In development, you use modern tools including C# with .NET 9.0, Azure DevOps, Visual Studio 2022 or VS Code, Docker, and Python with scikit-learn, Keras, or comparable libraries

A degree in computer science or a comparable program forms your technical basis
You have initial experience in machine learning or AI
Basic programming skills, preferably in Python or C#, round off your technical profile
Good German and English skills, both written and spoken, complement your language profile
With analytical and conceptual skills, a structured way of working, and quick comprehension, you tackle new tasks