teaching

courses I developed, am responsible for, or teach, and students I supervise.

Head of studies

Teaching in AI/ML

  • Lecture “Machine Learning Operations”, BSc Computer Science and Data Science (ZHAW, Spring 2024)

  • Lecture “Computer Vision with Deep Learning”, BSc Computer Science and Data Science (ZHAW, Spring 2024)

  • Lecture Module “Deep Learning”, CAS Machine Intelligence (ZHAW, Fall 2022, 2023)

  • Lecture “Artificial Intelligence 1”, BSc Computer Science (ZHAW, Fall 2019, 2020, 2021, 2022)

  • Lecture Module “Machine Learning” (STFW, Spring 2021)

  • Seminar “Machine Intelligence Lab”, MSc Data Science (ZHAW, Fall 2019)

  • Seminar “Artificial Intelligence”, MSc Data Science (ZHAW, Spring 2019)

Teaching in Particle Physics

  • Hands-on computer exercises for lecture on advanced particle physics (Univ. Karlsruhe, 2008)

  • Seminar on LHC physics and key experiments of particle physics (Univ. Karlsruhe, 2007)

  • Lecturer at CTEQ summer school on QCD analysis and phenomenology (St. Feliu, Spain, 2003)

  • Tutor in undergraduate physics course (Univ. Heidelberg, 1998)

  • Instructor in laboratory courses for undergraduate students (Univ. Heidelberg, 1997-2000)

Supervision of Students

  • Supervision of master theses in AI (Master of Science in Engineering, ZHAW, 2022-)

  • Supervision of PhD theses in AI (ZHAW, with Univ. Zurich, 2022-)

  • Supervision of 9 PhD theses in Particle Physics: QCD measurements at H1, b-tagging, top quark and Higgs physics at CMS (Univs. Heidelberg and Karlsruhe, 2001-2014)

  • Supervision of a CERN summer student: CMS tracker alignment (CERN, 2005)

  • Supervision of a Diploma student: QCD Monte Carlo implementation (Univ. Heidelberg, 2000)