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Rishi9696/README.md

Hi, I'm Rishi 👋

AI Engineer · Agentic AI · LLMs · RAG Systems on Serverless AWS

I build production autonomous AI agents, multi-step agentic workflows, and RAG systems.
🏆 Best Paper Award, VDAT 2025 · 🎓 B.E. (Hons.), BITS Pilani – Goa

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🚀 About me

  • 🤖 AI Engineer focused on autonomous AI agents, multi-step agentic workflows, and RAG systems in production.
  • 🧠 Skilled in LLM orchestration and tool-calling agents across multiple providers, with hybrid vector search, prompt engineering, and guardrailed structured outputs.
  • ⚙️ I design event-driven, serverless systems on AWS, with a strong focus on cost and latency optimization.
  • 📈 Comfortable across the stack — from MLOps, CI/CD, and observability to backend APIs and data pipelines.
  • 🏆 Best Paper Award, VDAT 2025 — ML/ensemble modeling for AlGaN/GaN HEMT devices.
  • 📫 Reach me: rbmr.chaudhary12345@gmail.com

🧰 Tech Stack

Languages

Python C++ SQL

Agentic AI & LLMs

LangChain LangGraph OpenAI Claude Gemini Hugging Face Pydantic

RAG & Vector Search

Pinecone RAG

AWS & Backend

AWS Lambda Amazon Bedrock DynamoDB FastAPI GraphQL

MLOps & DevOps

Terraform Docker GitHub Actions Langfuse

📌 Featured Projects

Project Description
🧠 AI Practitioner (AWS) Study notes & practice for the AWS Certified AI Practitioner exam.
📄 PDF Extractor Python tool that extracts transaction data from PDFs into Excel (pdfplumber + pandas).
🦾 Robotic Arm Controller ROS source stack for the Niryo arm — drivers, MoveIt, Gazebo (C++/Python).
🤖 Niryo Arm Simulation ROS/catkin workspace simulating the Niryo robotic arm.

📊 GitHub Stats

GitHub stats Top languages

GitHub streak

Let's build with AI — feel free to explore the repos or reach out!

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  1. AI-Practitioner-AWS AI-Practitioner-AWS Public

    Study notes and practice materials for the AWS Certified AI Practitioner (AIF-C01) exam.

    HTML 1

  2. deribit-trading-system deribit-trading-system Public

    High-performance C++ trading system for the Deribit crypto exchange — real-time WebSocket market data and low-latency order execution & management.

    Makefile

  3. Lambda_Docker_OpenAI-sdk Lambda_Docker_OpenAI-sdk Public

    AWS Lambda (Docker container) running an OpenAI Agents SDK agent, fully provisioned with Terraform — ECR, IAM, and Secrets Manager in a single apply.

    HCL

  4. MCP-Server-Client MCP-Server-Client Public

    Model Context Protocol (MCP) client & server demo built with FastMCP — a Python server exposing tools over the stdio transport with an interactive client.

    Python

  5. pdf-extractor pdf-extractor Public

    Python tool that extracts transaction data from PDF statements and exports it to Excel using pdfplumber and pandas.

    Jupyter Notebook

  6. robotic-arm-controller robotic-arm-controller Public

    ROS source stack for the Niryo robotic arm — drivers, MoveIt config, Gazebo simulation, and control packages (C++/Python).

    C++