Postdoctoral researcher at the Technical University of Munich (TUM).

I work at the intersection of software engineering, software architecture, and education technology—with a current focus on AI for SE/SA and AI-supported teaching & learning.

• 🧠 Research interests: Software Engineering • Software Architecture • AI for SE • AI for SA • Education Technology
• 🎓 Previously: Institute of Software Engineering, University of Stuttgart — research on issue management & propagation analysis for component-based systems (Dr. rer. nat., with distinction)
• 🧩 I’m especially interested in:
  • Cross-component issue management (issues spanning multiple teams/components)
  • Propagation analysis (how problems/violations spread through architectures)
  • Applying AI to support architecture evaluation/optimization and learning experiences

• Gropius — an issue management system that combines architectural knowledge with issue management & propagation analysis
  → https://gropius.dev

• Spokesperson, Microservices & DevOps group (German Informatics Society / GI)
• Steering committee member, AI4SA group (GI)
• Actively involved in conference organization (e.g., Program Committee member / track-level roles) for top venues such as IEEE ICSA
• Regular reviewer for leading journals such as the Journal of Systems and Software (JSS)

• Google Scholar
• ORCID

• Email via TUM profile: https://aet.cit.tum.de/people/speth/
• LinkedIn: https://www.linkedin.com/in/sandro-speth/