Welcome to My Blog
An introduction to this blog and what you can expect to find here - insights on test automation, AI in testing, and software engineering best practices.
Building quality at scale for Twilio, Amazon, and Teradata. Over 12 years creating developer productivity tools, infrastructure, and testing solutions. Experience includes automation frameworks, database and ML/AI solutions, and custom tools that drive enterprise efficiency.
Building custom tools, automation frameworks, and enterprise solutions that drive productivity
Achieved 18x faster test execution (20K tests: 3 hours → 10 minutes). Expert in Cypress, Playwright, Selenium, TestNG, REST Assured
Production microservices with Java Spring Boot, TypeScript/Node.js, Python. API development and full stack capabilities
Deep learning with TensorFlow, PyTorch, Scikit-learn. Published researcher in NLP/ML applications
JMeter expertise for high traffic events (Black Friday, Holiday Season). Backend system validation for millions of users
AWS, Docker, Kubernetes deployment. CI/CD pipeline integration with GitHub Actions, Jenkins, TeamCity
Built and mentored quality engineering teams. Former Product Owner. Trusted consultant for enterprise clients
Essential system design principles simplified with real-world examples. From scalability and fault tolerance to microservices and caching strategies.
Quick reference guide for setting up and starting with test automation frameworks.
Whether you need automation consulting, framework architecture, or technical leadership—let's discuss how to turn quality into your competitive edge.