Work / Selected

QA, Avonetiq

AI Search Visibility Platform

End-to-end testing across tracking, reporting, and dashboard releases. I found substring matching that inflated brand mentions, flagged context loss in regex sentiment classification, and profiled API degradation under concurrent load.

The useful version

This project is documented by its summary and outcome above. A longer case study has not been published.