Seasoned Quality Engineering professional dedicated to designing, scaling, and maintaining enterprise-grade test automation frameworks. Combines deep expertise in functional, web, and backend services validation. Adept at cross-language architecture using Python and TypeScript to power modern web and robust REST API testing pipelines. Hands-on proficiency in Playwright and Selenium ecosystems, leveraging Pytest and Behave (BDD) to build resilient test suites integrated seamlessly into Jenkins and GitHub Actions CI/CD workflows. Forward-thinking professional and an 𝗔𝗜 𝗲𝗻𝘁𝗵𝘂𝘀𝗶𝗮𝘀𝘁 actively pioneering cutting-edge, AI-driven, and Agentic QA workflows

• Playwright (TypeScript): Asynchronous test orchestration, custom fixture lifecycles, network mocking/interception (page.route), multi-auth state storage, and highly scalable test sharding across CI/CD runners.
• Selenium WebDriver (Python): Production-grade Page Object Models (POM), custom dynamic wait configurations, parallel execution grids, and legacy framework migrations.

• Postman & Swagger: Designing end-to-end integration workflows, programmatic collection runners, environment/global variable chaining, and writing complex JavaScript-based pre-request and test assertion scripts.
• Hybrid Frameworks: Seamless coupling of UI workflows with live API state injection for rapid database seeding and pre-requisite bypassing.

• GitHub Actions & Jenkins: Creating matrix-based continuous integration builds, automated Slack/Teams notification hooks, HTML report persistence, and headless containerized execution.

Actively modernising my core automation footprint by driving deep technical exploration, framework prototyping, and architectural upskilling in Agentic Quality Engineering.

• Advanced Tech Stack Stack under Integration: Python, Langflow, DeepEval, RAG architectures, n8n workflow engine, OpenAI & open-source LLM APIs.
• Low-Code Automation & Multi-Agent QA Systems: Designing visual automated triage nodes using n8n and Langflow to intercept deployment webhooks, parse application crash traces, and auto-dispatch targeted verification sub-suites.
• LLM Evaluation & RAG Testing Strategy: Implementing validation protocols for Generative AI layers leveraging DeepEval metrics to programmatically benchmark context alignment, faithfulness, hallucination risk, and semantic answer relevancy.

Enterprise-grade multi-tenant web and API testing framework.

• Tech Stack: TypeScript, Playwright, Axios, Faker, Allure Reports.
• Key Features: Combined UI validation with parallel API state preparation, dynamic session reuse, and automatic visual regression tracking.
• CI/CD: Multi-stage workflow via GitHub Actions running on isolated Ubuntu runners.

Scalable BDD engine built for legacy web compatibility and heavy data-driven matrix workloads.

• Tech Stack: Python, PyTest, Selenium WebDriver, Behave (Gherkin), Pandas.
• Key Features: Thread-safe parallel test execution, explicit wait factories, and customized Excel/CSV test data parsing drivers.
• CI/CD: Native integration via Jenkinsfile pipeline stages with strict quality gates.

 ┌────────────────────────────────────────────────────────┐
 │                   ENTERPRISE CORE IT                   │
 └───────────┬────────────────────────────────┬───────────┘
             │                                │
             ▼                                ▼
   ┌───────────────────┐            ┌───────────────────┐
   │    TYPESCRIPT     │            │      PYTHON       │
   └─────────┬─────────┘            └─────────┬─────────┘
             │                                │
     [ Playwright UI ]               [ Selenium BDD ]
     [ Axios API Engine ]            [ Requests Lib ]
             │                                │
             └───────────────┬────────────────┘
                             │
                             ▼
               ┌───────────────────────────┐
               │    HYBRID INTEGRATION     │
               │   (Postman + Swagger)     │
               └─────────────┬─────────────┘
                             │
                             ▼
               ┌───────────────────────────┐
               │      AI QA ENGINES        │
               │ (n8n, Langflow, DeepEval) │
               └─────────────┬─────────────┘
                             │
                             ▼
               ┌───────────────────────────┐
               │     CI/CD ORCHESTRATION   │
               │ (Jenkins / GitHub Actions)│
               └───────────────────────────┘

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## 📊 Professional Statistics & Profiles

* 💼 **LinkedIn Profile:** https://www.linkedin.com/in/ganesh-kulkarni-492789228
* 📬 **Email Contact:** ganeshkul36@gmail.com
* 📍 **Availability:** Open for Remote Technical Architecture Contracts, Consulting Roles, or Permanent Senior Leadership Tracks.