---
title: "Siddiq A - Senior SDET [AI Systems Engineer] in Chennai | Tal"
description: "Meet Siddiq A, AI Systems Engineer | RAG & Agentic AI | Cut triage effort by 90% | LangChain · Claude · Python · Azure based in Chennai."
image: "https://tal.club/meet/siddiq-1/share-image"
---

# Siddiq A on Tal

## 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

[View the original profile](https://tal.club/meet/siddiq-1)

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