Senior Automation Engineer | GenAI-Driven QA | Building Intelligent Test Systems
I'm a Senior Automation Engineer with 13+ years of experience in quality engineering. I specialize in building scalable test automation frameworks and applying Generative AI to transform how QA teams work.
- 🔭 Currently working on GenAI-augmented test automation — using AI pair programming to design frameworks 60-70% faster
- 🧠 Built TestBrain — a RAG-powered assistant that answers questions about test data using natural language
- 🏗️ Experienced in multi-layer testing: API → Database → Cloud → UI, all validated in a single execution
- 👥 Mentoring engineers on AI-assisted workflows and modern test architecture
- 💡 Believe in: "AI accelerates — but doesn't replace — engineering judgment"
AI & GenAI
Automation & Testing
Cloud & Data
DevOps & Tools
| Topic | Status |
|---|---|
| LLM Internals (Tokens, Context Windows) | ✅ Completed |
| Prompt Engineering Techniques | ✅ Completed |
| RAG Architecture (LangChain + Vector DBs) | ✅ Completed + Built Project |
| Fine-Tuning vs Prompting | ✅ Completed |
| AI Agents & Tool Use | 🔄 In Progress |
| Embeddings & Vector Search | 🔄 In Progress |
| AI-Driven Test Architecture | 📋 Planned |
| MCP (Model Context Protocol) | 📋 Planned |
RAG-Powered Test Intelligence Assistant
A local AI system that indexes test reports and documentation, then answers natural language questions with source citations. Built with LangChain + ChromaDB + Ollama + Sentence-BERT + Streamlit.
- 💰 Zero API cost — runs entirely on laptop
- 🔍 Semantic search across test data (not just keywords)
- 📊 Answers grounded in actual test reports
- ⚡ 3-minute setup
Curated GenAI Prompt Library for QA Engineers
A collection of battle-tested prompt templates that produce production-ready test artifacts — test cases, automation scripts, security tests, bug analysis, and reports.
- 📋 8 categories (test generation, security, API, automation, planning, reviews)
- 🔁 Copy-paste-ready with RCTCF framework (Role, Context, Task, Constraints, Format)
- 🧪 Works with any AI tool (ChatGPT, Copilot, Kiro, Claude)
| Certification | Status |
|---|---|
| AI-Assisted Testing & Prompt Engineering | ✅ Practicing daily |
| AWS Cloud Practitioner | 📋 Planned |
| ISTQB Advanced Test Automation Engineer | 📋 Planned |
"I use AI to build test systems faster — but I validate every output before it ships."