---
title: "Vinay Kumar Illur - AI Automation Engineer in Nelamangala | Tal"
description: "Meet Vinay Kumar Illur, Software Engineer | 2.8 + Years Experience | n8n AI Automation • Python • SQL • AWS and LLM | based in Nelamangala. AI stack includes langchain, langgraph, and n8n."
image: "https://tal.club/meet/vinay-kumar-10/share-image"
---

# Vinay Kumar Illur on Tal

## Headline

Software Engineer \| 2\.8 \+ Years Experience \| n8n AI Automation • Python • SQL • AWS and LLM \|

## About

Software Engineer with 2\.8\+ years of experience in workflow automation, database migration, and AI\-powered systems\. Skilled in building scalable automation solutions using n8n, PostgreSQL, AWS, with hands\-on experience integrating LLMs, RAG architectures, vector databases, and intelligent data processing workflows\. Experienced in SQL Server to PostgreSQL/Aurora migrations and currently focused on developing real\-world AI automation systems and AI agent workflows\.

## Location

Nelamangala

## AI stack

langchain

langgraph

n8n

openai

## Work experience

AI Automation Engineer at ARMEDIAS, Jun 2026 \- Present · 1 mo, Remote

Software Engineer at CSG, Sep 2023 \- Present · 2 yrs 10 mos, Bengaluru, Leveraged LLM\-powered tools like Cursor for code generation, debugging significantly improving development efficiency and reducing manual effort\. • Designed an automated data monitoring and reporting pipelines using SQL, and n8n, reducing manual reporting effort by \~90% • Contributed to SQL Server → AWS Aurora PostgreSQL migration, optimizing stored procedures, functions, and schemas to ensure data accuracy and performance\. • Working on Migrating large\-scale transaction data from Microsoft SQL Server to Amazon OpenSearch Service, achieving 80%\+ performance improvement in data retrieval and search operations\. • Worked on cloud\-native architecture using AWS services including Lambda and Step Functions, AppConfig improving workflow orchestration, and configuration management for scalable systems\. • Actively exploring Large Language Models \(LLMs\), Generative AI, and Prompt Engineering, including hands\-on experimentation with automation workflows and AI integrations\.

## Education

Bachelor of Engineering \- BE, Information Science, Bangalore institute of technology

[View the original profile](https://tal.club/meet/vinay-kumar-10)

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