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Sukanya Chauhan

@sukanyachauhan

Agentic AI QA and AWS engineer building autonomous self-healing test harnesses to accelerate SDLC with zero manual effort.

India

Message

What I'm looking for

I’m looking for a hands-on role where I can architect agentic, self-healing QA harnesses on AWS, own end-to-end testing automation, and partner with engineering teams to ship reliable products faster.

I’m a highly accomplished IT Quality Analyst and AWS Developer with 14+ years of experience across Manual, ETL, DB, API testing, and automation using RPA (UI Path), Selenium (JavaScript), and Playwright. I specialize in architecting autonomous, self-healing multi-agent QA systems that improve reliability and speed across the full SDLC.

At XO Health Inc., I serve as QA Harness Architect / Python Developer / AWS Engineer, where I architected and delivered an autonomous, self-healing multi-agent QA harness powered by Claude (Anthropic). The system drives end-to-end test automation—from ticket ingestion and test generation to execution, defect triage, and PR creation—with zero manual intervention.

I also designed the MCP (Model Context Protocol) tool layer for enterprise integrations (Jira, GitHub, Confluence, AWS, Slack), built agent prompt templates and YAML workflow definitions to standardize behavior, and reduced per-task prompt engineering effort by 70%+. On the knowledge side, I implemented a KB documentation pipeline using FAISS vector indexing, BM25 hybrid search, and cross-encoder reranking (ms-marco-MiniLM-L-6-v2) as the RAG backbone for AI agents.

Previously, as Technical Lead QAA at Aaseya IT Services, I managed SDLC/STLC for a Central Inspection System, prepared RTM/Test Strategy/Closure artifacts, and delivered Selenium automation and API testing through Agile processes and CI/CD via Azure DevOps. Earlier roles strengthened my breadth—QA harness and regression discipline in banking/healthcare, RPA automation in UI Path, ETL validations for data warehouse workflows, and test execution using Quality Center/ALM—always with a collaborative, Agile-first mindset.

Experience

Work history, roles, and key accomplishments

QA Harness Architect

XO Health Inc.

Oct 2025 - May 2026 (7 months)

Architected an autonomous, self-healing multi-agent QA harness with Claude (Anthropic), enabling zero-manual end-to-end SDLC test automation from ticket ingestion to PR creation. Built MCP integrations, agent YAML workflows, and an RAG KB pipeline (FAISS + BM25 + cross-encoder reranking) that improved MRR by ~20%.

S3 Python AWS Lambda Terraform Playwright MCP (Model Context Protocol)RAG (FAISS BM25 Re Ranking)DynamoDB

Technical Lead QA

Aaseya IT Services Pvt. Ltd.

Aug 2023 - Sep 2025 (2 years 1 month)

Owned SDLC/STLC for the Central Inspection System, covering inspection types, business activities, regulations, and municipalities. Planned and executed Selenium WebDriver (JavaScript) automation using Agile (Azure DevOps), delivered RTM/test documentation, and supported CI/CD test execution with defect tracking and API testing.

Selenium Webdriver Agile Testing Azure DevOps CI CD Pipelines API Testing Page Object Model

Test Lead / QA Lead

Apsidatasolutions

Jul 2020 - Feb 2023 (2 years 7 months)

Managed QA and automation for McKinsey’s CET (Corporate Event Tax) system, developing Selenium WebDriver (JavaScript) suites and executing tests via Silk Workbench. Built and ran automation through GoCD pipelines, debugged issues using Splunk, and performed API testing with Spring Boot backend framework involvement.

Selenium Webdriver Silk Workbench Jira GoCD Splunk API Testing Spring Boot Testing Automation

Test Lead

Future Focus Pvt. Ltd.

Oct 2019 - Apr 2020 (6 months)

Executed testing for Royal Bank of Scotland’s Security SLX under Agile delivery using Silk Workbench and JIRA. Automated user & access management with UI Path RPA, designing workflows and deploying bots/robots via Orchestrator.

Orchestrator Silk Workbench Jira Agile Testing RPA Deployment

Senior QA Analyst

Atos Syntel Pvt. Ltd.

Aug 2018 - Oct 2019 (1 year 2 months)

Performed SIT, functional regression, and UAT for Ameriprise Financial work requests in pre-prod environments using real-time market data. Validated ETL/data warehouse workflows for hedging applications and created test scripts and test strategy using HP Quality Center.

Regression Testing UAT Support Data Warehouse Testing Real Time Market Data Testing Test Strategy

Senior Software Test Engineer

Optum (United Health Group)

Apr 2013 - Aug 2018 (5 years 4 months)

Executed test cases in Quality Center/ALM using TDD and BDD approaches under Agile delivery with Rally. Owned RTM activities, facilitated regular project review meetings, and supported knowledge transition across offshore and onsite teams.

Quality Centers BDD Agile Testing Rally Test Execution Test Driven Development

SAP BW Adapter Consultant

Bristlecone Pvt. Ltd.

Dec 2010 - Sep 2012 (1 year 9 months)

Validated SAP BW/OBIEE adapter outputs by executing BEX queries and comparing OBIEE reports against SAP-BW source data for performance and accuracy. Performed unit, end-to-end, and regression testing, verifying dashboards and reports for data integrity, null checks, and quality using Oracle WebLogic Server.

SAP BW BEx Queries Performance Testing Regression Testing End To End Testing Oracle Weblogic