AI Engineering/Individual · Thesis project
RAG-based Root Cause Analysis.
Making complex systems explainable.
5G RCA CopilotScreenshot of the 5G RCA Copilot demo. Displayed dashboard values are demo data, not final thesis evaluation results.
Understanding the problem.
IT incidents leave clues across logs and fragmented system documentation. Finding relevant context is a demanding part of understanding a failure.
Connecting the pieces.
An individual engineering project exploring retrieval-augmented generation for root cause analysis: retrieve relevant system knowledge and provide grounded context to an AI assistant.
Where I contributed.
- Designing the knowledge retrieval and AI assistant workflow.
- Exploring knowledge representation and log-analysis integration.
- Connecting system requirements with an interpretable investigation process.
Results, with context.
The project focuses on engineering an assistant for IT system analysis. Final evaluation results are not yet published.
↗SEE IT FOR YOURSELF
Inside the project.
Open a screenshot or supporting document to explore the details.
UP NEXT