Open to opportunities

Kumar Ankit

@kumarankit1

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QA Engineer with 3+ years automating testing and applying AI-assisted QA, including RAG and LLM fine-tuning.

India

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What I'm looking for

I’m looking for a QA engineering role where I can own automated regression and AI-assisted test generation, build RAG/LLM QA tooling, and partner with Agile teams to ship secure, high-quality SaaS and FinTech releases.

I’m a QA Engineer with 3+ years in manual and automated testing across SaaS, FinTech, and e-commerce, working confidently in Agile/Scrum. At Vantage Circle, I designed test plans for functional, regression, smoke, sanity, and UAT—building Playwright automation scripts that cut manual regression by ~40%.

I also apply AI-augmented QA in practice: I use Claude CLI and GitHub Copilot to accelerate AI-assisted test case generation, reducing documentation time by 35% while improving edge case coverage. With Google Antigravity, I’ve used an agentic IDE to scaffold and verify automation tasks more efficiently.

I’ve built QA intelligence around real defect data, including a RAG-powered bug intelligence chatbot ingesting Jira defects into a vector knowledge base. I pair this with strong API testing using Postman and REST APIs, championing shift-left QA to reduce production bug leakage, and I’m eager to bring the same automation + AI mindset to help teams ship reliably.

Experience

Work history, roles, and key accomplishments

Current

QA Analyst I

Current

Vantage Circle

Jul 2024 - Present (1 year 11 months)

Designed and executed functional, regression, smoke, and sanity test plans for Vantage Circle’s SaaS platform and built Playwright automation scripts that cut manual regression by ~40%. Used Claude CLI and GitHub Copilot to generate test cases, reducing documentation time by 35% and improving edge case coverage, and built a RAG-powered bug intelligence chatbot from Jira defect data.

Playwright Regression Testing LLM Fine tuning Jira Defect Analysis

Associate Solution Engineer

Indus Valley Partners

Mar 2022 - Mar 2023 (1 year)

Performed functional and regression testing for FinTech product suites in Agile/Scrum, identifying and resolving 200+ defects and contributing to a 95%+ pre-launch defect resolution rate. Authored standardized QA templates and supported UAT by translating business requirements into test scenarios and resolving acceptance concerns within sprint timelines.

Functional Testing Regression Testing Agile Scrum Jira Defect Management UAT Testing JIRA Defect Management