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