QA Engineer.AI tinkerer.Tester first.
William Tran. The QAI Guy.
Lead QA engineer in Melbourne.
I help manual QA testers use AI without trusting it blindly.
I share the workflows I test, the mistakes I find, and the parts worth keeping.
I’ve been in QA since 2006, testing hardware, firmware, and software before moving into automation, team leadership, cloud, and AI.
AI can speed up the work.
The tester still makes the call.
I’ve tested products and led QA teams since 2006. These are the rules I use when deadlines are tight and an AI answer sounds more certain than it should.
Show the workflow, the result, and what went wrong.
Test cases and tools only help when a tester knows what to question.
Use AI to move faster, then check its work before relying on it.
Share what you know and help another tester avoid the same mistake.
Use AI to move faster.
Check its work.