My Story

"Quality means doing it right when no one is looking." – Henry Ford
My career in Quality Assurance began with a curiosity: “What makes software truly reliable?”
Over the past 13 years, that curiosity has evolved into a deep passion for building intelligent, scalable, and impact-driven QA frameworks that transform testing from a checkpoint into a growth enabler.
🔹 The Journey:
From debugging test scripts at Tech Mahindra to leading QA strategy at Cleareye.ai, I have consistently moved toward roles that challenged me to lead with innovation. My tenure across Oracle, UST, and Microsystems has allowed me to blend manual precision with cutting-edge automation — including frameworks tailored for LLMs and AI models.
🔹 The Mission:
Today, I specialize in QA automation and AI testing. Whether it's slashing defect leakage by 80% or accelerating release cycles by 30%, I help organizations ship faster, safer, and smarter products.
🔹 The Methodology:
My approach centers around modular test frameworks, API automation, and quality KPIs — all integrated via CI/CD and observability tools. I have built plug-and-play architectures, driven team upskilling through 15+ sessions, and tested 320+ endpoints to ensure bulletproof releases. Tools like Selenium, Postman, Playwright, JMeter, and Azure Load Testing are my everyday allies.
🔹 Empowering QA talent beyond tools
I enjoy mentoring QA teams, fostering agile ways of working, and driving meaningful improvements.
My focus is always on enabling teams to deliver quality outcomes efficiently and aligning testing efforts with real business needs.
My Colleagues Say
Technopark Phase l, Kulathoor, Thiruvananthapuram, Kerala 695581, India
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