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kshitijkumrawat20/README.md

KSHITIJ KUMRAWAT

AI/ML Engineer · LLMs Specialist · Agentic AI Builder

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🚀 "I build production-grade AI solutions with LLMs and AI Agents — transforming complex problems into intelligent, scalable systems that drive real-world impact."

👋 Who I Am

I'm Kshitij Kumrawat — an AI/ML Engineer passionate about building Large Language Models, Generative AI, and Agentic AI systems that solve real-world problems.

With hands-on expertise in LLMs, RAG systems, Multi-Agent Architectures, and LLMOps, I architect end-to-end AI solutions using frameworks like LangChain, LangGraph, CrewAI, and cutting-edge LLM models from OpenAI, Anthropic, and Hugging Face.

Beyond building production AI systems, I actively contribute to open-source projects and share knowledge through technical content on Medium & LinkedIn. I'm passionate about making AI accessible and building intelligent solutions at scale.

⚡ At a Glance

name:        Kshitij Kumrawat
role:        AI/ML Engineer
focus:       LLMs · RAG · Agentic AI
expertise:   GenAI · Multi-Agent Systems
skills:      Python · LangChain · LangGraph
frameworks:  CrewAI · AutoGen · FastAPI
clouds:      AWS · Azure · GCP
tools:       Docker · Kubernetes · MLOps
learning:    Advanced Agent Orchestration

🔭 Currently Building & Learning

🛠️ Building

  • 🤖 AI Agent systems for enterprise automation
  • 🔌 RAG pipelines with vector databases
  • 💬 Multi-agent architectures with LangGraph
  • 🚀 LLM applications using state-of-the-art models
  • 📦 Custom AI solutions for real-world problems

🌱 Learning & Exploring

  • 🧠 Advanced Agent Orchestration patterns
  • 🔬 Fine-tuning & Prompt Engineering at scale
  • 🌐 Multi-modal AI applications
  • 📈 LLMOps & Model Deployment strategies
  • 🎯 Cost-efficient inference optimization

🧰 Tech Stack

python    aws    docker    kubernetes

🧠 Languages & Core python cpp bash git linux vscode
🤖 AI / ML / DL pytorch tensorflow sklearn opencv
☁️ Cloud · MLOps aws azure gcp docker kubernetes fastapi
🗄️ Data · Databases postgres mongodb redis

🧬 GenAI · LLMs · Agents · RAG · Vector DBs

Hugging Face LangChain LangGraph OpenAI Anthropic CrewAI AutoGen FAISS Pinecone Weaviate

📌 Featured Projects

LLM Fine-tuning Hub RAG Applications AI Agents Hub LangGraph Tutorials LangGraph Tutorials

📊 GitHub Metrics & Stats Dashboard

GitHub Streak

profile summary repos per language productive time

Activity Graph

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  1. Talk2Database Talk2Database Public

    A powerful Agentic-Ai application that converts natural language queries into SQL commands and executes them against your database. Built with FastAPI, Streamlit, and Langgraph and LangChain Tools,…

    Python

  2. LLM-from-scratch LLM-from-scratch Public

    A comprehensive, step-by-step implementation of GPT-2 architecture from the ground up, including tokenization, attention mechanisms, transformer blocks, and fine-tuning on instruction datasets.

    Jupyter Notebook

  3. ClariDoc ClariDoc Public

    ClariDoc is not just another document Q&A system. It's a specialized, domain-aware RAG platform that understands the nuances of professional documents

    Python

  4. ArxivPaperCurator ArxivPaperCurator Public

    building...

    Python

  5. Shield-Network-security-system- Shield-Network-security-system- Public

    The Network Security System is a production-ready machine learning application designed to protect users from phishing attacks by analyzing website URLs and domain characteristics. This end-to-end …

    Python