Aakash Kumar Singh

Software Engineer

Noida, Uttar Pradesh, India1 yr 7 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in building scalable automation frameworks.
Integrates AI to enhance testing efficiency.
Strong background in CI/CD pipeline integration.

Stackforce AI infers this person is a Software Testing Engineer specializing in automation frameworks and AI integration.

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Skills

Core Skills

Test AutomationCi/cd Pipelines

Other Skills

PlaywrightSeleniumJavaTypeScriptPostgreSQLSpring BootRest AssuredJenkinsOpenAI APIsGitHub CopilotPostman APIJMeterTestNGMavenPower Bi

About

I’m a Software Development Engineer in Test (SDET) who focuses on building quality as an engineering function rather than just a testing phase. My approach is simple—test systems should be as reliable, scalable, and maintainable as the applications they support. I work across multiple stacks and tools, which helps me connect traditional enterprise automation with modern web testing practices. What I Work On • Modern Web Automation I build end-to-end test suites using Playwright (TypeScript/JavaScript) and Selenium (Java), with a focus on handling dynamic UI behavior and reducing flaky tests. • Framework Development I design modular, scalable automation frameworks in Java and Typescript using Selenium and Playwright. The goal is always clean structure, reusability, and long-term maintainability. • Full-Stack Quality Beyond UI testing, I work on API testing and mobile automation using Appium. I also integrate test suites into CI/CD pipelines (Jenkins) to enable faster and more reliable releases. • AI in Testing (Current Focus) I’m exploring practical ways to use AI in testing - especially for improving test coverage, analyzing failures, and making automation more efficient without overcomplicating the process. Current Focus Areas Migrating legacy Selenium setups to Playwright + TypeScript Reducing test flakiness and improving execution speed Building maintainable, production-grade automation frameworks Strengthening CI/CD pipelines with better quality checks Always open to discussions around automation, frameworks, and modern QA practices.

Experience

1 yr 7 mos

Total Experience

1 yr 7 mos

Average Tenure

1 yr 7 mos

Current Experience

Appinventiv

SDET

Nov 2024 – Present · 1 yr 7 mos · Noida, Uttar Pradesh, India · On-site

Design and build scalable automation frameworks using Java and TypeScript, with a focus on modular architecture, reusability, and maintainability across large test suites
Automate REST APIs and web applications using Playwright, Selenium, and Rest Assured, ensuring reliable and consistent end-to-end coverage
Integrate AI capabilities into Playwright workflows (via MCP) using OpenAI APIs for intelligent locator strategies and GitHub Copilot for code generation, improving test stability and reducing flakiness
Apply AI-driven test optimization techniques to prioritize critical user journeys, reduce redundant executions, and improve overall test efficiency
Perform backend validations and data integrity checks using PostgreSQL and Spring Boot services
Integrate test suites into Jenkins CI/CD pipelines for continuous testing and faster feedback loops
Maintain and optimize automation scripts for performance, stability, and minimal flakiness
Ensure cross-browser and cross-platform compatibility through comprehensive automated checks
Collaborate with developers and DevOps teams to improve delivery pipelines and release quality
Contribute to reducing manual testing effort by building intelligent, automation-first solutions
Document framework design, automation workflows, and manage version control using Git