Virtuozzo offers an exciting internship opportunity in AI for Alumni of Constructor University Bremen. During this internship, you, together with the other interns, will work on a cutting-edge Test Results Investigation Agent project under the mentorship of experienced engineers. You will gain hands-on experience building an intelligent, LLM-powered reasoning agent that ingests and parses semi-structured test artifacts from private cloud clusters and generates preliminary root-cause failure analysis reports.

About the Project

There are test cases for a private cloud that automatically create a cluster from several nodes, deploy cloud services, and run validation scenarios. On failure, the testing framework collects all log files, database snapshots, process lists, and other diagnostic data from every node resulting in hundreds of semi-structured logs per problem report.

The project’s goal is to build an intelligent agent that analyzes these semi-structured test logs from all nodes, detects anomalies, and generates a preliminary investigation report.

The final implementation should consist of a log parser exposing problem report internals (logs, metrics, metadata) via an MCP API and a self-reflecting reasoning LLM agent that iteratively queries the MCP server, analyze test results, and compose a root cause failure analysis report.

Student Requirements:

1. Senior-level Computer Science undergraduate or graduate student.
2. Strong foundation in mathematics and machine-learning principles.
3. Proficiency in Python and familiarity with ML libraries (e.g., PyTorch, scikit-learn, etc.).
4. Research-oriented mindset: read academic papers, design experiments, work independently.

Compensation: 1,000 EUR/month (full-time).

Duration: 2 months full-time during the summer, with the possibility of extension

on a part-time basis.

Location: Fully remote.

Start Date: July 1st

If you need more information, contact us at internships@virtuozzo.com