Thesis Work, 30 Credits - Knowledge-Graph Based Maintenance Agent in Pharmaceutical Manufacturing
Core
Develop and evaluate a knowledge-graph-based maintenance agent using real-world maintenance data to support pharmaceutical production uptime.
Role type
Master's thesis researcher (Agentic AI & Knowledge Graphs)
Builds
A scalable, inductive knowledge graph and an LLM-driven maintenance agent
Domain
Pharmaceutical manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Knowledge graph construction, LLM-Ops, information extraction, ontology design, data engineering
Preferred skills
Inductive knowledge graph strategies, expert evaluation set creation
Technologies
Large Language Models (LLM), Knowledge Graphs
Responsibilities
Verify and improve knowledge graph construction pipelines, investigate inductive graph building strategies, gather and build expert-reviewed maintenance questions, collaborate with operators and technical experts
Seniority
Master's student (Thesis Worker)
