Headline

AI Systems Engineer | RAG & Agentic AI | Cut triage effort by 90% | LangChain · Claude · Python · Azure

About

I build AI systems that eliminate engineering toil — autonomous agents, RAG pipelines, and intelligence platforms that let engineering teams move faster without adding headcount. Most recently: reduced manual CI/CD failure triage by 90% through an autonomous AI reasoning platform deployed at enterprise scale. Over 3 years I've progressed from Automation Engineering into AI Systems — shipping production-grade tools that combine LLM reasoning, operational telemetry, and retrieval intelligence to automate complex workflows. Here's what I've shipped: → AI-Powered Failure Analysis Agent (Python · LangChain · LLM · CI/CD) Autonomous agent integrated into CI/CD pipelines that ingests TestNG XML, Allure JSON, HTML reports, and stack traces — classifying failures into Product, Code, Environment, and Infrastructure categories and generating structured root-cause diagnostics with remediation guidance. Reduced manual triage effort by 90% at Zuci Systems. → Lighthouse Performance Intelligence Platform (Python · Automated Audits) Performance analytics system that triggers automated Lighthouse audits post-deployment, extracts Core Web Vitals programmatically, and classifies metrics into Red/Yellow/Green zones — giving engineering and product teams continuous, release-cycle visibility into frontend health. → Enterprise RAG Framework (LangChain · ChromaDB · Embedding Models) Production RAG pipeline for intelligent context retrieval in development workflows — built with optimized chunking strategies, semantic ranking, and embedding model evaluation to maximize retrieval precision for AI-assisted code analysis and engineering intelligence. Tech: Python · TypeScript · LangChain · Claude API · Groq · RAG · Agentic AI · Vector DB · CI/CD · REST APIs · Jenkins · GitHub · Playwright · Selenium Open to AI Engineer / GenAI Engineer roles where I can keep building systems that make engineering teams faster. Let's connect.

Location

Chennai

Work experience

Senior SDET [AI Systems Engineer] at Zuci Systems, May 2026 - Present · 2 mos, Chennai, Tamil Nadu, India

SDET [Automation and AI Engineering] at Zuci Systems, Jun 2023 - Apr 2026 · 2 yrs 11 mos, Chennai

Education

Master of Technology, Computer Software Engineering, Birla Institute of Technology and Science, Pilani

Bachelor of Engineering, Electrical and Electronics Engineering, Francis Xavier engineering college