Design & execute manual + automated tests for web, API, backend, and AI features

✔️ Test LLM-driven workflows — prompts, hallucinations, guardrails, context retention

✔️ Validate chatbot behavior, multi-step agent reasoning, and decision branching

✔️ API testing (Postman/Swagger) + SQL backend validation for AI inputs/outputs

✔️ Collaborate with devs, PMs, DevOps, and AI/ML teams in Agile sprints

✔️ Mentor junior QAs + drive test strategy, risk-based testing, and automation

✔️ Automate using Python (Selenium/Pytest/Playwright) + CI/CD (Jenkins/GitHub Actions)

✔️ Track bugs in Jira/Azure Test Plans + write clear test docs