GDG BrisbaneDevFest 2026Get tickets 
Mehrnaz is an AI engineer and a QUT alum, with a Bachelor of Information Technology majoring in computer science and minors in cloud and finance. She has worked as a data analyst and a software engineer, and now builds and evaluates LLM systems used across an entire company.
The session
So You Shipped an LLM System. What Comes Next?
You have built a system that includes an LLM and it works. But how do you know whether it is actually good? This talk shares lessons from building an evaluation system for a company-wide AI assistant, including evaluation cases, metrics, LLM-as-a-judge and deterministic checks.
- Track
- Developer track
- Format
- lightning
- Date
- Saturday, 17 October 2026
- Venue
- QUT Gardens Point P Block, Brisbane City
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