Open to opportunities

Viggnesh User

@viggneshuser

Message

AI engineer shipping production CrewAI/LangGraph and RAG systems on AWS.

India

Message

What I'm looking for

I’m looking for remote AI Engineer roles where I can independently ship production AWS + RAG/LLM systems—especially multi-agent pipelines with strong deployment, monitoring, and reliability. I’m excited by teams that value clean engineering and real-world impact.

I’m a CrewAI Expert AI Engineer with 7+ years of enterprise infrastructure experience, and I focus on independently shipping production-grade AI systems on AWS. I build hybrid multi-agent workflows using CrewAI + LangGraph, selecting the right control-flow pattern for the job.

In production, I’ve deployed systems on AWS ECS Fargate with S3 persistence, ECR containerization, Secrets Manager for secure credentials, and CloudWatch monitoring. I orchestrated an end-to-end hybrid multi-agent trading pipeline with LangGraph Advanced typed StateGraph conditional routing and checkpointing, while also building a zero-hallucination RAG pipeline (LangChain + FAISS + GPT-4o-mini) that’s live on Vercel.

I’ve delivered 4 live AI products across document intelligence, voice AI, and LLM integration, including a speech-based expense tracker and an AI Excel formula generator. I’m also DeepLearning.AI/Andrew Ng certified (3×) and I’m open to remote AI Engineer roles globally.

Experience

Work history, roles, and key accomplishments

Current

Independent AI Engineer

Current

Self Employed

Jan 2024 - Present (2 years 6 months)

Shipped production-grade AI systems on AWS and Vercel, including a hybrid CrewAI + LangGraph multi-agent pipeline deployed on ECS Fargate with S3 persistence, ECR container images, Secrets Manager, and CloudWatch monitoring. Built RAG and document Q&A using LangChain, FAISS, and embeddings, and delivered multiple live AI products.

Crew AI LangGraph Lang Chain Faiss Agentic AI Prompt Engineering AWS S3 AWS Fargate ECR Secrets Manager Cloudwatch Embeddings fastAPI React TypeScript Docker CI CD GitHub Actions Vercel

Current

System Operator (Powerman)

Current

Bangalore Electricity Supply Company (BESCOM)

Jan 2017 - Present (9 years 6 months)

Maintained critical power infrastructure and supported grid operations through high uptime performance, Oracle enterprise administration, and GIS platform operations. Conducted energy audits and improved reporting workflows using Excel-based process redesign.

Oracle Excel System Monitoring Incident resolution