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FRFraunhofer-Gesellschaft

Master's thesis »Financial Mathematics«(m/w/x)

Kaiserslautern
Full-timeInternshipOn-site
AI/ML
Data Science

Applying advanced ML/AI models, including LLMs and GNNs, for GVM analysis and AML pattern detection at applied research organization with 76 institutes. Strong Python and solid machine learning foundations essential. Close mentoring for thesis, independent research focus.

Requirements

  • Strong Python programming skills
  • Solid machine learning foundations
  • Interest in NLP, LLMs, or graph-based methods
  • Willingness to implement methods and publish results
  • Completed bachelor's degree

Tasks

  • Investigate state-of-the-art ML models for GVM analysis
  • Research synthetic data and AML evaluation frameworks
  • Explore LLMs for AML case understanding
  • Apply Graph Neural Networks for AML pattern detection
  • Develop explainable AI for investigator support
  • Implement new mathematical and machine learning methods
  • Prepare research results for academic publications

Education

  • Bachelor's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • NLP
  • LLMs

Benefits

Diverse Work

  • Varied and exciting role
  • Exciting research environment

Purpose-Driven Work

  • Opportunities for own ideas
  • Independent work

Mentorship & Coaching

  • Close mentoring
  • Constructive feedback

Startup Environment

  • Modern, dynamic work environment
  • Short decision-making processes

Informal Culture

  • Flat hierarchy

Modern Equipment

  • Latest technology

Other Benefits

  • Promoted employee diversity
  • Solutions for disabled applicants
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