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AI & Intelligent Systems
Quality strategy for products powered by models, agents, retrieval, and computer vision.
- LLM evaluation
- Prompt testing
- RAG validation
- AI agents
- Computer vision QA
- OpenAI API
Senior SDET · Quality Engineering
Engineering confidence into every release.
I build modern quality systems for web, mobile, API, and AI-powered products—combining thoughtful strategy, strong automation, and fast feedback.
quality.system()
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strategyrisk-based02
automationcontinuous03
feedbackfast● Pipeline healthyREADY TO SHIP
AI / LLM
API
CI/CD
10+Years in QA & SDET
1,000+QA students trained
360°Web · Mobile · API · AI
About
Quality is not a final checkpoint. It is how great products are built.
I am a Software Development Engineer in Test with more than a decade of experience turning complex systems into dependable customer experiences.
My work connects product thinking with hands-on engineering—from test architecture and APIs to cloud delivery, mobile automation, and the emerging challenges of AI quality.
Modern stack
Tools change. Strong engineering principles scale.
A practical stack built for today’s products—deep automation, intelligent systems, cloud delivery, and measurable quality.
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Automation
Reliable, maintainable coverage across web, mobile, APIs, and complex user journeys.
- Playwright
- Cypress
- Selenium
- Appium
- REST Assured
- Postman / Newman
03
Languages
Production-minded test engineering with the right language for each system layer.
- Java
- Python
- TypeScript
- Kotlin
- Swift
- SQL
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Cloud & Delivery
Fast feedback loops embedded in delivery pipelines, cloud platforms, and containers.
- GitHub Actions
- Jenkins
- AWS
- Azure
- Docker
- Kubernetes
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Quality Engineering
A whole-product approach—from risk and observability to performance and accessibility.
- API testing
- Performance
- Accessibility
- CI/CD
- Allure
- Jira / Xray
How I work
Less test noise.
More product confidence.
I focus quality effort where it creates the strongest signal for customers, engineers, and the business.
Understand the risk
Turn product behavior, architecture, and user impact into a focused quality strategy.
Automate the signal
Build readable tests that catch meaningful regressions without creating noisy maintenance.
Accelerate the team
Bring feedback into CI/CD early so every release becomes faster, safer, and easier to trust.
Let’s build with confidence