Expertise in Test Automation

Delivering high-performance solutions in test automation, DevOps, and AI-driven technologies.

Test Automation

With over a decade of professional experience, I specialize in architecting and leading test automation solutions that empower organizations to achieve faster, smarter, and more reliable software delivery. My journey spans a range of industries and technologies, backed by hands-on expertise in advanced automation tools, frameworks, and strategic testing practices.

✅Strategic Test Automation Leadership

As a Test Automation Architect, I have designed, developed, and maintained robust model-based automation frameworks using Tricentis Tosca, enabling end-to-end functional, regression, and integration testing. My role often bridges QA strategy and implementation, working closely with product, development, and DevOps teams to embed automation into every phase of the software lifecycle.

🔧Tool Expertise & Technology Stack

I bring deep expertise in:

• Tricentis Tosca (Model-Based Testing, API Testing, LiveCompare, Distributed Execution)

• Selenium, Postman, Rest Assured, Sauce Labs for cross-platform and web service testing

• DevOps & CI/CD Integration using GitLab, Jenkins, AWS, and version control with GIT

• SAP Testing & Impact Analysis via LiveCompare

• Experience across platforms: Web, Mobile (iOS & Android via Xcode & Emulators), and API

📈Automation Framework Design

I’ve built scalable, reusable, and modular automation frameworks from scratch, tailored for enterprise-level projects. My approach ensures efficient test execution, maintainability, and adaptability to evolving business requirements.

• Regression and smoke testing via Tosca DEX (Distributed Execution)

• Data-driven testing strategies ensuring high test coverage

• Custom APIs and UI validations integrated with Postman & Tosca

🌐Project Highlights

• At Charter Communications, I led the implementation of a CI-integrated Tosca-based automation suite for web and API testing, improving test efficiency across environments.

• For Norfolk Southern, I integrated Tosca with Sauce Labs to drive cloud-based testing for mobile platforms, enhancing test reliability and device coverage.

• With S&P Global, I built a custom Tosca-based framework for full-stack automation testing, streamlining regression cycles and boosting test coverage across critical releases.

DevOps & Integration Solutions

In today’s agile and fast-paced development environments, DevOps is the backbone of efficient, reliable, and continuous delivery. My expertise in DevOps and integration solutions spans across multiple platforms, tools, and methodologies, enabling organizations to streamline workflows, accelerate release cycles, and maintain high software quality standards.

🚀Bridging Development & Automation

With a strong foundation in automation and quality engineering, I’ve implemented end-to-end DevOps pipelines that support continuous integration, testing, and deployment. I specialize in integrating test automation frameworks into CI/CD ecosystems, ensuring that every build is automatically validated, reducing risk and improving time to market.

• CI/CD Implementation: Integrated automated test suites with tools like Jenkins, GitLab CI/CD, and AWS DevOps to trigger test executions during code check-ins, build phases, and deployments.

• Version Control & Source Management: Expertise in GIT, maintaining branches, pull requests, and merge strategies aligned with Agile delivery models.

🧩Toolchain Integration & Orchestration

I have hands-on experience building connected DevOps pipelines using a combination of modern tools and technologies:

• Automation Integration: Seamless linking of Tosca Test Suite with GitLab/Jenkins pipelines to enable automated test executions on every code change.

• Cloud Readiness: Executed distributed test executions (Tosca DEX) across staging, development, and production environments using cloud-native infrastructure and virtualized environments (e.g., Sauce Labs, AWS).

• API & Web Testing Integration: Embedded Postman, Rest Assured, and Tosca API testing into deployment pipelines for automated validation of microservices and endpoints.

📊Monitoring, Reporting & Feedback Loops

Key to a mature DevOps process is feedback — I’ve built automated feedback mechanisms that allow for immediate visibility into build health, test results, and code quality metrics:

• Real-time Dashboards: Integrated test result reporting into project management tools like JIRA and test management platforms like qTest.

• Failure Diagnostics: Implemented proactive failure analysis workflows, combining logs, error screenshots, and trace data to accelerate issue resolution.

AI-Driven Test Automation

As the complexity of software systems continues to grow, AI-driven test automation is revolutionizing the way we assure quality at speed and scale. Leveraging artificial intelligence in testing enables smarter, faster, and more adaptive test strategies — transforming quality assurance from a reactive function to a proactive, predictive, and self-healing process.

🔍Smarter Test Design with AI

AI enhances traditional automation by analyzing application behaviors, change impacts, and user interactions to dynamically generate or optimize test cases. I specialize in integrating AI-based analytics and model-driven approaches to reduce test creation time, eliminate redundant test cases, and improve test relevance.

• Impact-based Testing: Using tools like LiveCompare in SAP environments, I leverage AI to automatically assess the impact of code changes and prioritize test coverage accordingly.

• Self-healing Scripts: Automated scripts are enhanced with AI-driven selectors that adjust dynamically to UI changes, significantly reducing maintenance overhead.

⚙️ Predictive QA with Machine Learning

AI allows testing to shift left and become more predictive. My work includes implementing ML-driven techniques to:

• Analyze historical defect data and test outcomes to predict high-risk areas.

• Prioritize test execution based on likelihood of failure and application usage patterns.

• Enable autonomous test optimization, focusing resources where they’re most needed.

🤝 AI + DevOps: Continuous Intelligence

AI-driven testing thrives when embedded in CI/CD pipelines, providing continuous feedback and risk insights. I integrate AI-enabled tools into DevOps workflows to:

• Trigger intelligent test execution based on code changes, impact, and user behavior.

• Generate actionable reports with anomaly detection, trend analysis, and root cause insights.

💡 Benefits Realized

• 40–60% reduction in test maintenance through AI-based script stabilization.

• Faster release cycles with intelligent test execution and impact-based prioritization.

• Higher test coverage and efficiency through risk-based test selection and self-adaptive testing strategies.

🛠️ Tools & Platforms Used

• Tosca AI-powered automation, including LiveCompare for SAP change impact analysis

• AI-backed test orchestration via Jenkins/GitLab pipelines

• Integration of predictive insights into JIRA and qTest dashboards