👋 Hi, I'm Satyam Raj

Software Developer | DevOps Engineer | GenAI | RAG | LangChain | LangGraph

I build AI-powered applications, intelligent automation workflows, and knowledge-based systems with a focus on making LLM applications reliable, structured, and production-ready.

🚀 What I'm Working On

• 🤖 Generative AI & LLM Applications
• 📚 RAG & Enterprise Knowledge Bases
• 🔗 LangChain & LangGraph
• 📄 AI-powered BRD / FRD Generation
• ⚙️ AI Workflow Automation
• 🔌 MCP & AI Agent Integrations
• ☁️ AWS & Cloud Infrastructure

🛠️ Tech Stack

AI & GenAI

Backend & Development

Database & Search

DevOps & Cloud

🔥 Featured Projects

📄 AI BRD / FRD Generator

AI-powered document generation system that transforms requirements and organizational knowledge into structured BRDs and FRDs.

Key Features

• Knowledge Base Retrieval
• RAG Pipeline
• Requirement Analysis
• Structured LLM Output
• Document Validation
• Consistency Checking
• Automated Document Generation

🧠 Enterprise AI Knowledge Base

Building a centralized knowledge system using RAG, embeddings, vector search, and LLMs to make organizational knowledge accessible through conversational AI.

🔗 AI Agents & Automation

Exploring LangGraph workflows, MCP integrations, and AI agents to automate repetitive business and development tasks.

🧠 Currently Learning

RAG
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Advanced Retrieval
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LangChain
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LangGraph
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AI Agents
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MCP
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Production AI Systems