Are you creative, committed, and want to gain practical work or research experience in an AI-oriented project? As a participant in the AI service center WestAI project, our team is looking for a student to support our AI research and AI services development.
Job Type | HiWi |
Extent | 15-19h |
Status | Open |
Contact(s) |
Yongli Mou |
Your tasks include:
- AI Resource Hub Enhancement:
- Work on extending information models and introducing semantic information for assets, ensuring top-tier resource usability.
- Development of components that enable interoperability in decentral data infrastructures, following the Gaia-X and International Data Spaces (IDS) standards:
- Continue the refinement and development of IDS/Gaia-X infrastructure components (“federation services”).
- Keep pace with, and harness, advancements in usage control, data sovereignty, and federated data processing from the Gaia-X ecosystem.
- Explore and enhance privacy-preserving federated machine learning techniques in WestAI, leveraging Gaia-X for optimal interoperability.
- Research on Knowledge Graphs and Large Language Models:
- Dive deep into the intricate aspects of Knowledge Graphs and Large Language Models. Stay updated with the latest trends, methodologies, and advancements in these areas.
- Depending on the research findings, assist in building initial prototypes or models to validate theoretical outcomes.
- Ensure thorough documentation of research processes, methodologies, and findings for internal use and potential publication.
What we offer:
- We focus on innovative ideas for practical applications. You can be part of our mission and actively shape the future.
- You can explore and use state-of-the-art technologies and methods.
- Opportunity to work alongside leading experts in the AI domain.
- Potential for research findings to be published or integrated into real-world applications.
- Flexible working hours tailored to your studies (max. 19 hours/week).
We are looking forward to your application! Interested candidates are encouraged to send their CV and current transcript of grades, along with a motivation letter detailing their expertise in the mentioned specialized areas, to Mr. Yongli Mou <mou@dbis.rwth-aachen.de>
If you have any questions, please do not hesitate to contact us!
What you bring to the job:
You are enrolled in Computer Science (bachelor or master) or a neighboring field at RWTH Aachen University and bring a passion for application-oriented science to the job. In addition, sound knowledge in one or more of the following areas is required:
- Knowledge in the area of machine learning models (especially deep learning).
- Knowledge in the areas of semantic technologies and knowledge graphs.
- Excellent programming skills in Python, experience in deep learning frameworks and libraries, such as PyTorch, PyG, Transformer and libraries from HuggingFace, LangChain and LlamaIndex.
- Experience with graph databases and query languages, such as BlazeGraph, Neo4j and SPARQL, Cypher.
- Experience with software development and deployment tools and practices, i.e., GitHub/GitLab, CI/CD, and Docker/Kubernetes.
- Experience with teamwork, ideally also in changing teams and deadline-driven projects.
- Very good knowledge of German and English, both written and spoken.