Helmholtz AI consultants @ DKRZ

Helmholtz AI consultants @ German climate computing center

Tobias Weigel

Team leader

Earth and environment-focused AI consultants

The Helmholtz AI consultants for Earth and environment are located as a team in the application support department of the German climate computing centre (DKRZ). The team serves users from all the Helmholtz Association institutes to facilitate the application of artificial intelligence in Earth and environment. The team’s services include technical implementation support, such as data preparation and ingest, application scaling and roll-out on computing environments, training and knowledge exchange through courses, workshops and a growing knowledge base, and advising on AI methods, their limitations and biases. The team is dedicated to work collaboratively with scientific projects in close cooperation with individual researchers along their needs and will be directly included in collaborative projects.

Questions or ideas? consultant-helmholtz.ainoSp@m@dkrz.de

 

 

 

Team members

Tobias Weigel

Tobias Weigel

Helmholtz AI consultant team leader @ DKRZ

Tobias Weigel

Tobias Weigel

Helmholtz AI consultant team leader @ DKRZ

  • eScience infrastructures, PIDs and FAIR data, H2020 projects (EUDAT, EOSC), RDA
  • Data analysis and management services, workflow automation
  • Uncertainty quantification, community actions

Caroline Arnold

Caroline Arnold

Helmholtz AI consultant @ DKRZ

Caroline Arnold

Caroline Arnold

Helmholtz AI consultant @ DKRZ

  • Model design
  • ANN hyperparameter tuning

Felix Stiehler

Felix Stiehler

Helmholtz AI consultant @ DKRZ

Felix Stiehler

Felix Stiehler

Helmholtz AI consultant @ DKRZ

  • ML software engineering
  • Scalability and porting to GPUs
  • Data cleaning and preprocessing

Pavan Siligam

Pavan Siligam

Helmholtz AI consultant @ DKRZ

Pavan Siligam

Pavan Siligam

Helmholtz AI consultant @ DKRZ

  • Python parallelization
  • Data processing

 

Jakob Lüttgau

Jakob Lüttgau

Helmholtz AI consultant @ DKRZ

Jakob Lüttgau

Jakob Lüttgau

Helmholtz AI consultant @ DKRZ

  • I/O and storage expert
  • Performance optimization