Plano, Texas, United States
I'm a results-driven Quality Engineering executive with 18+ years of experience architecting and scaling test automation, AI/ML-powered validation, and DevOps pipelines for global enterprises. I bridge deep technical expertise—across TensorFlow, PyTorch, GPT-4, Tosca, Selenium, Cypress, Playwright, Azure DevOps and AWS SageMaker—with a proven track record of delivering measurable business value. 🌟 Core Strengths & Impact AI/ML Innovation: Designed and deployed TensorFlow/PyTorch models for synthetic data generation (40% ↑ realism), predictive failure analysis (80% accuracy pre-prod) and intelligent test prioritization using Transformers, CNNs & RNNs. Automation at Scale: Built hybrid frameworks (Tosca, Selenium, UFT, Cypress, Playwright) with self-healing locators and Vision AI, reducing regression cycles from 15 days to 2 and slashing manual scripting effort by 40%. DevOps & Cloud: Orchestrated CI/CD pipelines with Azure DevOps, GitHub Actions, Jenkins, Docker & Ansible; deployed ML workloads on AWS SageMaker & Azure ML to enable continuous test analytics. Revenue & Client Growth: Secured $5.7M+ in upsells/renewals and closed $2.5M+ in new contracts by leading technical demos, RFP responses and client rescue initiatives—achieving 98%+ client satisfaction. 🤝 Leadership & Collaboration Built and mentored high-performing, onshore/offshore QA teams across SAP S/4HANA, Oracle EBS, Salesforce and Workday implementations. Developed executive dashboards (Power BI + Python) for real-time quality metrics and risk heatmaps that inform C-suite decision-making. Lead critical incident response and root-cause analysis for high-impact production issues, implementing preventive automations that reduce repeat failures. 🔗 Let’s connect if you’re transforming QA into a competitive advantage through AI/ML, automation and strategic delivery excellence.
Major Accomplishments Integrated AI/ML Testing Technologies – Implemented OpenAI GPT-4 and Claude APIs with custom prompt engineering templates for automated test case generation from requirements, intelligent test scenario creation, and dynamic test data synthesis reducing manual scripting effort by 40% and saving $200K annually in testing costs Developed comprehensive automated regression test suite with 1800+ test cases – Architected end-to-end automation framework using TOSCA, UFT, Selenium, Cypress, and Playwright reducing regression testing cycle from 15 days to 2 days per release across multiple client engagements, enabling faster time-to-market and improving release confidence through consistent validation coverage. Secured $5.7M+ in revenue growth - Through strategic client partnerships, contract renewals, and new service agreements while achieving 98% client satisfaction across managed portfolio Negotiated and closed $2.5M in new service agreements – Through consultative selling approach, technical solution design, and comprehensive RFP responses for enterprise automation and AI/ML testing services Leveraged an onshore/offshore model – Implemented distributed team structure with offshore resources managing test development and execution while onshore teams handled client relationships and architecture decisions, reducing operational expenses by $200K per year through optimized cost structure and 24/7 productivity • Developed and fine-tuned TensorFlow and PyTorch models to generate high-fidelity synthetic test data, enabling robust testing of complex application scenarios. These models supported 50+ unique test conditions, improving data realism by 40% compared to manual data creation. • Developed CIO dashboard for analytics and reporting across the client organization providing executive visibility into test status, progress, and quality metrics.
» Set up Test Environment, Design and Implementation of automation. » Identified the New areas of Automation and prepared feasibility report. » C# Automation using VSTS and Selenium, Eclipse along with NUnit framework. » Implemented Page Objects framework, Hybrid framework from scratch to represent web pages. » Developed Keyword Driven and Data Driven frameworks to retrieve test actions, test data from Excel files. » Worked in a highly dynamic AGILE environment and participated in scrum and sprint meetings. » Preparation of Test Case Coverage document. » Maintaining and tracking the Automation Process Documents. » Attending for process audit with Quality Assurance Team. Attended review meetings with Business Analysts, Developers and end users to understand and test according to their requirements. » Developed automation strategies, Selenium automation and QC reports. » Identified weaknesses in QA Processes, Web testing, Selenium Automation. Suggested & implemented improvements. » Identified key performance bottlenecks and presenting analysis reports to the client which was helpful in improving performance. » Provided adequate supporting information through reports for bottleneck analysis » Worked for Reverse Integration gates where multiple applications are Automated and executed against Multiple feature builds » Automating E2E high level Test Cases and defining test scope for all assigned project releases » Discuss with key business stakeholders and clients to devise execution strategy and define Key Performance Indicators to measure progress. » Developed Keyword Driven and Data Driven frameworks to retrieve test actions, test data from Excel files to execute API test suites. » Worked effectively with Developers, AGILE Team, Project Management to achieve Selenium automation, high quality, release deadlines and QA processes improvements. » Developed automation strategies, Selenium automation and QC reports.
» Setting up Test Environment, Implementation and configuration of HP Tools. » Identifying the New areas of Automation and preparation of feasibility report. » Preparation of Test Case Coverage document. » Maintaining and tracking the Automation Process Documents. » Designing Framework and implementation based on application. » Developed the Reusable and Common Functions, test Scripts using QTP 10.0 » Execution of different Suites (Production Validation Daily Suite, Regression Test Suite, Test Data Preparation Suite, Functional Test Suite and Smoke Test Suite). » Analyzing the script execution results and preparation of results summery report. » Preparation and Reviews (Code, I/O Sheet, User Manual and Installation Guidelines). » Writing SQL Queries to get data from SQL Server, MS Access, Excel. » Automated QC to download test management reports using OTA and VBA script.
» Give inputs to new project proposals and Development Order. » Prepare Test program, Test Plan, Test Budget, Test Delivery Report, Test Readiness Report and maintain all the test artifacts. » Coordinate the testing activities for all multiple projects. » Defect Management Activities for all the projects. » Raise, track and close the defects in Quality Center. » Performed Root Cause Analysis (RCA). » Responsible for Planning and Execution of test cycles based on the Requirements and Major Milestones. » Responsible for tracking and reporting test progress for major and minor milestones. » Responsible for providing clarifications to the team on test requirements. » Responsible for providing test support during testing escalations. » Responsible for Development and Execution of Manual test strategies to identify Risks and Issues, design effective mitigation test strategies and enhance the on time quality deliverables. » Responsible for work allocation and review of deliverables with a team of twenty test engineers. » Developed Test Cases for performing Functional, and System Testing. » Involved in writing positive and negative Test Cases. » Prepared test guides for various new features introduced in the product. » Responsible for evaluating and reviewing the bugs raised by fifty test engineers. » Responsible for reporting and assigning the bugs to responsible group after review.
» Automating the Top Tier applications with end to end functionalities » Testing the automated applications across different operating systems to make sure they are not regressed » Automating the High market share applications like Visual Studio, SQL Server. » Code review of the applications developed by Peers and help them with the observations » Execute the automated applications across multiple OS and fix if any failures observed. » Track the Sprint and milestone status and monitor the development of Applications automated by Peers » Make sure that able to sign off the sprint on time without any delay » Make sure the deliverables are completed on time. » Execute the automated application across different scenarios and collect the logs to check the stability of the Scripts