Build intelligent systems that make software fast, reliable, and self-healing — at the intersection of AI and performance engineering. At Microsoft, I lead performance engineering for large-scale AKS clusters and AI/ML workloads, driving end-to-end test lifecycle automation through AI Agents and GitHub Copilot-powered tooling. My work spans deep-dive diagnostics, transformer-model inference optimization, and architecting frameworks that eliminate manual bottlenecks across the entire Performance Testing Life Cycle (PTLC). 🤖 AI Tools Built ▸ Performance Starter Kit — GitHub Copilot-integrated framework that auto-generates OpenAPI specs, JMeter/k6 scripts with NFR assertions, and orchestrates distributed AKS execution. Reduced time-to-test by 80%. ▸ Performance Result Analyzer — LLM-powered AI Agent that correlates telemetry across App, DB & load-testing tools. Saved 10 manual hours per test cycle. ▸ AI Evaluation Framework — LLM-as-Judge scoring (GPT-4) + F1/routing accuracy for production agent sign-off with CI/CD-integrated JUnit XML reports. ▸ Agentic QA Suite — Jira Epic → Xray test plan generator, PR-driven autonomous regression engine, and Playwright MCP → BDD E2E automation with self-healing and Cucumber HTML reporting. ⚡ Performance Engineering Expertise ▸ Full PTLC ownership: strategy, workload modelling, scripting (JMeter, Gatling, Locust, LoadRunner, k6), execution, analysis, and stakeholder reporting ▸ Deep-dive diagnostics: thread profiling (JStack), heap/GC analysis, Dynatrace code-level RCA, OOM resolution ▸ Cloud-native performance: Azure AKS, Docker/Kubernetes distributed testing, Azure DevOps CI/CD integration ▸ Database performance engineering: SQL Server, Cosmos DB, Oracle/PostgreSQL tuning, index optimization, deadlock RCA ▸ Investment Banking & high-concurrency TPS batch processing (Sapient), B2B/B2C domains across E-Commerce, Telecom & Travel (CresTech) Your village and who you choose to surround yourself with, both at home and at work, is the key to building a career that will really mean something.