I specialize in architecting MCP Context Engineering Frameworks and Agentic AI systems that enable rapid Generative-AI product delivery.
With a passion for innovation and excellence, I bridge the gap between traditional QA methodologies and cutting-edge AI technologies — combining Vision-AI QA, Playwright MCP and Generative-AI tooling to transform how businesses ship and validate software.
My expertise lies in building scalable QA automation frameworks, multi-tenant SaaS platforms and production-grade RAG chatbots that deliver speed, accuracy and real-world impact.
