From Software Engineer to QA Team Lead: How Testing Became My Passion

Description and use

The author evolved from a mobile developer to a QA team lead, embedding automated testing and AI-driven quality engineering into the development culture.

Problem

The author lacked a clear path to QA leadership and needed to integrate automated testing into development processes.

Outcome

The author transitioned from developer to QA leader, embedding automated testing into the development culture and advancing AI‑driven quality engineering.

Workflow

• 1. Recognized gap in automated testing during tech lead role
• 2. Conducted knowledge‑sharing sessions with developers
• 3. Introduced unit, component, and integration tests
• 4. Built context‑aware AI architecture to transform test cases into automated tests
• 5. Planned exploration of self‑healing test agents and LLM‑as‑a‑Judge

Evidence

I began introducing unit, component, and integration testing through regular knowledge-sharing sessions with developers.

Source

One of my recent initiatives has been building a context-aware AI architecture using structured context, skills, rules, and prompts to help transform test cases into automated tests.

Source