AI & Data
06Retrieval-augmented agents over enterprise knowledge.
- AI Agents
- RAG
- Databricks
- SQL Data Layers
- n8n
- Claude Gateway
Varun Bonemone
Senior SDET · Microchip Technology Inc.
I'm Varun. I work as a Senior SDET at Microchip Technology Inc.. I build AI agents, RAG chatbots, and test automation for enterprise applications. I have over 11+ years of experience in QA and automation.
11+
Years in QA & Automation
4
Companies
5
Case study themes
5
Discipline pillars
Core capabilities.
Five disciplines, one focus — shipping AI-driven quality systems end-to-end.
Automation Engineering
08End-to-end test frameworks — web, API, desktop.
- Selenium
- Robot Framework
- Salesforce Test Automation
- Regrello QE
- Cucumber / BDD
- API Automation
- UI Automation
- WinApp Automation
Cloud & CI/CD
03Continuous testing on Azure and Jenkins.
- Azure
- Jenkins
- CI/CD Pipelines
Programming
04Polyglot tooling across four production languages.
- Python
- Java
- C#
- TypeScript
Testing Strategy
03Data-driven testing, SDLC, and defect lifecycle.
- Data-driven Testing
- SDLC / STLC
- Defect Lifecycle
Expert level
Experience
Work experience.
Manual QA Automation SDET CI/CD Engineering AI Agents & RAG Intelligent QE
- Nov 2021 — Present
Senior Engineer / Senior SDET
Microchip Technology Inc. · Arizona, United States
- Designed and developed AI-powered RAG chatbot solutions leveraging Databricks and SQL data layers for context-aware enterprise knowledge retrieval.
- Orchestrated AI agent workflows with n8n to automate business processes and embed intelligent decision-making.
- Contributed to a Claude-backed AI gateway enabling scalable conversational AI within enterprise applications.
- Built and maintained end-to-end automation frameworks using Selenium, Python, Java, and C#.
- Integrated automation frameworks into CI/CD pipelines using Jenkins and Azure.
RAG Databricks n8n Claude Selenium Python Java C# Azure Jenkins - Feb 2021 — Nov 2021
SDET
Comcast · Philadelphia, PA
- Developed and maintained automation frameworks in Selenium and C#, improving regression efficiency and test coverage.
- Integrated automation suites into Azure CI/CD pipelines to support continuous testing in Agile delivery cycles.
- Delivered API and UI automation across distributed applications.
- Validated data-driven workflows and backend systems with cross-functional teams.
Selenium C# Azure API - Jan 2016 — Feb 2021
SDET
Federal Home Loan Bank of Pittsburgh · Pittsburgh, PA
- Designed and implemented end-to-end automation frameworks from scratch using Selenium with Java.
- Built BDD-based automation frameworks (Cucumber) integrated with Jenkins CI/CD.
- Developed data-driven testing solutions across structured data sources and backend validations.
- Automated web, API, and Windows applications (WinApp automation).
- Supported SDLC, STLC, and defect lifecycle across complex enterprise applications.
Selenium Java Cucumber Jenkins WinApp - Sep 2013 — Aug 2014
Quality Engineer
CADSYS (India) Limited · Greater Hyderabad Area
- Performed manual testing, test case design, and defect tracking.
- Ensured functional validation and system stability alongside QA teams.
Manual QA Defect Tracking
Featured Work
Selected case studies.
Themes drawn directly from work at Microchip Technology, Comcast, and the Federal Home Loan Bank of Pittsburgh. Client-specific details are intentionally abstracted.
RAG Chatbot Systems
Context-aware enterprise knowledge retrieval
Retrieval-Augmented Generation chatbots backed by Databricks and SQL data layers, delivering grounded answers over enterprise knowledge.
RAG Databricks SQL LLM
Case study coming soon
AI Agent Workflow Automation
n8n-orchestrated intelligent workflows
Multi-step agent workflows built on n8n to automate business processes and embed intelligent decision-making into enterprise pipelines.
n8n AI Agents Orchestration
Case study coming soon
Claude-backed AI Gateway
Enterprise conversational AI at scale
Contributions to an internal AI gateway backed by Claude, enabling scalable, governed conversational AI across enterprise applications.
Claude AI Gateway Platform
Case study coming soon
Enterprise Automation Frameworks
Polyglot end-to-end test automation
End-to-end automation frameworks across Selenium, Python, Java, and C# — covering web, API, and Windows applications.
Selenium Python Java C#
Case study coming soon
CI/CD Test Automation
Continuous testing on Jenkins & Azure
Automation suites wired into Jenkins and Azure pipelines for continuous testing, gated deployments, and rapid feedback in Agile delivery.
Jenkins Azure CI/CD
Case study coming soon
Foundation.
Sep 2014 — Dec 2015
New York Institute of Technology
Master's, Computer Science
2009 — 2013
JNTUH College of Engineering, Hyderabad
Bachelor's, Information Technology