Skills and Experience

• Explainable AI
• Predictive Analytics
• LLM/GenAI (local)
• RAG
• Analytics Services
• Scalable ML Architectures
• Data Catalogues
• Structured/Linked Data
• Data Version Control
• Cloud (AWS, IBM, GCP)
• Data Storytelling/InfoViz
• AI-Augmented Assistants

Industrial Analytics

• Embedded Systems
• Safety Critical Systems and Software
• Design to misc. Standards (ISO/ARINC/MiL/SAE/…)

Mentoring

• Design Thinking
• Rapid Prototyping
• Value Propositions

Software and Tools

• Python and its Ecosystem
• Databases (SQL, NoSQL)
• Graph Datastores
• Acryl Datahub, Open-Metadata, IBM Watson, Knowledge Catalogue
• Kafka, ksql
• Kubernetes
• Spark
• Apache Airflow
• OpenRefine