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FRFraunhofer-Gesellschaft

Bachelor-/ Master Thesis: Tool Wear meets Federated Learning(m/w/x)

Aachen
Full-timeInternshipWith Home Office
Green Job
AI/ML

Analyzing microscopic/video tool wear data for AI-training pipelines at a 32,000-person applied research organization. Initial Python programming and ML experience with PyTorch/scikit-learn essential. Flexible working hours, access to state-of-the-art machine park.

Requirements

  • Studying production engineering or similar
  • Initial programming experience in Python
  • Machine Learning experience with PyTorch and scikit-learn
  • High degree of initiative and independence
  • Good language skills in German or English

Tasks

  • Analyze microscopic and video tool wear data
  • Investigate image processing techniques
  • Develop pre-processing and AI-training pipelines
  • Evaluate learning scenarios for tool wear detection

Education

  • Currently in higher education

Languages

  • GermanBusiness Fluent
  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • PyTorch
  • scikit-learn

Benefits

Other Benefits

  • Ideal conditions for experience

Mentorship & Coaching

  • Professional supervision and collaboration

Modern Equipment

  • State-of-the-art machine park

Flexible Working

  • Flexible working hours
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