Pranav Mahale
AI-Orchestrated Test workflow | Prompt driven test generation Gen-AI powered automation testing | AI-Driven playwright automation GASQ ISTQB® CTFL & CTAL-TAE Certified AI-First Senior QA Automation Engineer with 7.5+ years at TIBCO & EY. Expert in Playwright MCP Server, TypeScript, Cypress & Selenium. Building next-gen AI-orchestrated test frameworks across Healthcare · Finance · Banking · Life Science domains.
Crafting Quality at Every Layer
A results-driven AI-Powered Senior QA Automation Engineer (SDET) who worked at TIBCO (Cloud Software Group) with 7.5+ years of experience — bridging quality engineering and modern AI-first software delivery across complex enterprise ecosystems.
Specialized in UI Automation using Playwright Agent MCP Server, TypeScript & JavaScript. Currently designing AI-orchestrated test workflows using Playwright MCP Server, n8n, and agent-based systems — enabling prompt-driven test generation and transforming manual test cases into automated scripts at scale.
I thrive in cross-functional Agile environments, lead offshore QA teams & Agile ceremonies, champion shift-left testing practices, and believe quality is everyone's responsibility. Strong ability to quickly adopt new AI-powered automation tools to improve efficiency and outcomes.
Core Strengths
- Strong ability to work independently within cross-functional Agile teams, driving end-to-end quality and delivery.
- Quickly adopt new technologies and AI-powered automation tools to improve efficiency and outcomes.
- Detail-oriented and ethical, consistently delivering high-quality results in software testing and IT operations.
Tech Arsenal
Every tool, framework & technology from the CV — nothing omitted
Programming / Scripting Languages
Web Automation & UI Testing
AI-Driven Automation & Workflow Orchestration
AI in Testing & Developer Productivity
LLM & AI Testing
Testing Frameworks
API Testing Tools
Performance & Load Testing
Test Management & Defect Tracking
CI/CD & Build Automation
Version Control Systems
Containerization & Deployment
Databases & IDEs
Reporting & Observability
Methodologies & Data Formats
Future Learnings & Roadmap
What I Do
Key roles and responsibilities across my career — every bullet from the CV
Business / Management
- Drove QA strategies & test planning by aligning business requirements with functional specifications.
- Led offshore QA teams & Agile ceremonies, ensuring timely delivery, defect tracking.
- Improved efficiency by developing reusable test scripts and supporting automation to reduce testing effort.
Technical / Automation Engineer
- Engineered scalable, reusable automation frameworks with AI-driven Playwright (TypeScript/JavaScript) and BDD (Cucumber) + POM architecture, reducing code duplication by 40%+ and improving maintainability.
- Generated AI-enhanced reports (Allure, Extent) delivering actionable insights and predictive quality metrics.
- Designed and implemented AI-orchestrated test workflows using Playwright MCP Server, n8n, and agent-based systems, enabling prompt-driven test generation and transforming manual test cases into automated scripts.
- Built Gen-AI powered UI & API automation solutions with reusable feature-level components and AI-assisted workflows, improving test coverage and productivity while reducing manual effort by 30–50%.
- Integrated automation suites into CI/CD pipelines (Jenkins, Azure DevOps, GitHub Actions) enabling continuous testing and faster releases.
- Led automation strategy, feasibility analysis, and test planning across functional, integration, regression, and API testing.
- Executed cross-browser and cross-environment test suites with observability using Grafana and Prometheus.
- Collaborated with cross-functional teams to drive AI-first, shift-left quality engineering practices.
- Automated API testing (Postman, REST-assured) integrated with UI automation workflows.
Manual / Functional QA
- Analyzed business requirements and functional specifications, ensuring clarity, completeness, and testability.
- Defined clear acceptance criteria and developed AI-orchestrated QA documentation workflows, ensuring alignment with stakeholder expectations.
- Designed and maintained test plans, test cases, and test strategies leveraging Gen-AI-powered, prompt-driven test generation to enhance coverage and efficiency.
- Designed and implemented comprehensive test scenarios across Functional, Regression, Smoke, Sanity, Integration, SIT, UAT. Ensured e2e validation, improved test coverage and product quality across releases.
- Implemented prompt-driven test case generation, improving coverage and reducing manual effort.
- Executed AI-orchestrated testing workflows encompassing exploratory testing, edge-case validation, and release readiness, improving defect detection efficiency.
- Managed end-to-end defect lifecycle (JIRA) with AI-assisted prioritization, triaging, and tracking.
- Performed root cause analysis using Browser DevTools, ensuring effective defect resolution.
- Validated hotfixes, conducted regression testing, and supported AI-driven release validation pipelines.
- Collaborated with cross-functional teams to implement AI-enabled QA workflows, accelerating delivery timelines and improving overall product quality and release efficiency.
- Delivered data-driven insights and predictive defect analysis to enhance test effectiveness.
- Implemented shift-left testing integrated with CI/CD, enabling early defect detection.
- Enhanced QA processes using Gen-AI, AI-driven automation, and intelligent regression strategies.
- Leveraged AI-assisted test data generation for boundary, negative, and edge-case scenarios.
Professional Experience
Senior QA Engineer
Cloud Software Group (Merger of TIBCO India & Citrix R&D India)Projects: Nimbus | BPME 5.x [BPMN | BPMS]
Business Process Management (BPM) platform enabling process optimization, innovation, and integration with client requirements to drive efficiency, flexibility, and continuous improvement.
Consultant → Senior Consultant
Ernst & Young (EY — Big 4)Projects: Brokerage for retail customers [Fidelity International] | IA Insured [Insurance Australia Group]
Brokerage proposition for Retail clients in the Platform (Record keeping) space.
Software Automation Developer
PaperLess Lab Works Pvt. Ltd.Project: iLES: iVention
Delivered a Paperless Lab solution enabling laboratories to operate via Web, Cloud, and Tablets, streamlining workflows and improving compliance through automation.
Automation Engineer
Datamatics Global Service Limited (Client: BUPA U.K.)Projects: Bupa Dental Care Integration | Bupa By You | Avibuyer
Automated Bupa U.K. web applications ensuring seamless functionality, quality delivery, and improved testing efficiency for healthcare solutions.
Software Developer
SpiterTech SolutionsProject: Point Of Sales
Point-of-Sale management system including PO generation, Supplier management, Inventory and Stock Management.
Featured Projects
Automation frameworks & AI-powered testing solutions
Certifications & Learning
Certified Tester Foundation Level (CTFL)
Official CertificationCertified Tester Advanced Level – Test Automation Engineering (CTAL-TAE)
Official CertificationLearn GenAI Tools & AI Agents for Software Testing — Build Multi-Agent Automation Workflows (n8n)
Course CertificationLearn Agentic AI – Playwright E2E JS/TS, Python Automation Testing from Scratch & Framework
Course CertificationGet In Touch
Open to Senior SDET / QA Automation Lead roles. Let's talk quality.
Let's Build Quality Together
Whether you're looking for a passionate SDET to lead your QA automation efforts, or you'd like to collaborate on an AI-powered automation project — I'm just a message away.