Abschlussarbeit: KI-Agent für automatisierte Maschinendiagnose und Ursachenanalyse (w/m/div.)
Core
Develop a reliable AI agent that analyzes machine behavior from CAN measurements and derives solutions across calibrations, software errors, and application/hardware issues.
Role type
Final thesis project (PreMaster program) for an AI agent engineer
Builds
An agent framework with individual skills, tools, or MCP servers for automated machine diagnostics
Domain
Industrial automation, mechatronics, and AI-driven diagnostics
Deliverable
production ML models
Required skills
Python development, LangChain, agent workflows, control theory basics, signal analysis
Preferred skills
Experience with virtual test benches (TPT), benchmarking methodologies
Technologies
Python, LangChain, CAN, TPT
Responsibilities
Create the agent framework and tools, set up automated routines for signal/event detection, prepare context and integrate documentation, benchmark the agent, automate the simulation loop, and document results
Seniority
Student (Bachelor's level, PreMaster program)
