使用说明

👋 Hey there! I'm Raveendiran RR

🐋 Docker Community Contributor | 🤖 Generative AI | 🚀 LLM Ops | 🔗 MCP (Model Context Protocol) | 🎯 Agentic AI Protocols

📍 Bangalore, India | 💭 All is well

🎯 About Me

I'm a technology enthusiast specializing in cutting-edge AI and cloud technologies. My work focuses on Docker containerization, Generative AI, LLM Operations, Model Context Protocol (MCP), and Agentic AI systems. I also have expertise in app development, Centers of Excellence (CoE), and low-code/no-code platforms.

🏆 GitHub Achievements

Pull Shark | Arctic Code Vault Contributor

🔥 Featured Projects

🚀 Latest & Most Active

Docker AI Governance Simspace

Docker AI Governance Simpaces

Docker Surreal DB Extension

A Retrieval-Augmented Generation (RAG) chatbot that analyzes your WhatsApp conversations using vector embeddings and LLMs.

Surreal DB RAG system

A Docker Desktop Extension for managing and interacting with SurrealDB instances

Nvidia-AGX-Jetson-Thor-Docker-AI-Lab

Updated: October 28, 2025

🚀 The definitive guide for setting up AI workloads on NVIDIA AGX Jetson Thor - Transform your Jetson into a powerful AI personal computer with Docker-based deployments

Tech Stack: HTML
Focus: Edge AI, NVIDIA Jetson, Docker Deployment

RAG-Test

Updated: June 12, 2025

A modern 3-tier Neo4j chat application with AI-powered Cypher query generation using Ollama and FastAPI

Tech Stack: Python, Neo4j, FastAPI, Ollama
Focus: RAG (Retrieval-Augmented Generation), Graph Databases, LLM Integration

neo4jworkshop

Updated: August 30, 2025

Workshop materials for Neo4j graph database

Focus: Knowledge Graphs, Database Management

💼 Technology Stack

Languages & Frameworks

AI & ML Technologies

DevOps & Cloud

📚 Areas of Expertise

🤖 AI & Machine Learning

Generative AI - Working with LLMs and generative models
LLM Operations - Deployment, monitoring, and optimization of Large Language Models
RAG Systems - Retrieval-Augmented Generation architectures
Model Context Protocol (MCP) - Advanced AI communication protocols
Agentic AI - Autonomous AI agent development
AI Security - ML model security assessment (Counterfit)

🐋 Docker & Containerization

Docker Community Leadership - Active Docker community contributor
Edge AI Deployment - NVIDIA Jetson Thor Docker AI Lab
Container Orchestration - Kubernetes (CKA practice environments)
IoT Containerization - CounterFit IoT sensor simulation

☁️ Cloud & DevOps

Microsoft Azure - Azure AI Fundamentals, TDSP, Bot Services
CI/CD - DevOps automation and pipeline management
Infrastructure as Code - Ansible, automation scripts
Database Management - Neo4j, SQL Server (SSIS)

📱 Application Development

Web Development - Full-stack applications (PHP, JavaScript, Python)
Bot Development - Microsoft Bot Framework
GUI Development - Python Tkinter applications
API Development - FastAPI, RESTful services
Low-Code/No-Code - Platform development and implementation

📊 Repository Breakdown

Total Repositories: 29
├─ Original Projects: 7
├─ Forked & Customized: 22
│
├─ Primary Languages:
│  ├─ Python: 10 repositories
│  ├─ JavaScript: 5 repositories
│  ├─ HTML: 5 repositories
│  ├─ Java: 1 repository
│  ├─ PHP: 2 repositories
│  └─ Others: 6 repositories
│
└─ Focus Areas:
   ├─ AI/ML: 8 repositories
   ├─ DevOps: 7 repositories
   ├─ Cloud/Azure: 6 repositories
   ├─ Bot Development: 2 repositories
   └─ Web Development: 6 repositories

🎓 Learning Journey

Recent Focus Areas (2024-2025)

✅ Prompt Engineering - Udemy Prompt Engineering Course materials
✅ MCP (Model Context Protocol) - Awesome MCP Lists curation
✅ Edge AI - NVIDIA Jetson Thor deployment
✅ Graph Databases - Neo4j RAG implementations
✅ Qualcomm AI - AI Hub Models optimization

Past Certifications & Learning Paths

✅ Azure AI Fundamentals (AI-900) - Microsoft Learn labs
✅ Certified Kubernetes Administrator (CKA) - Practice environments
✅ Microsoft Bot Framework - Bot Builder samples and implementations
✅ DevOps - Multiple DevOps class codes and implementations
✅ Ansible - Mastering Ansible (4th Edition)
✅ Azure TDSP - Team Data Science Process utilities and templates
✅ Python Development - DevOps in Python, GUI Programming with Tkinter
✅ JavaScript - Complete JavaScript course materials

🌟 Notable Contributions & Projects

AI & Machine Learning Projects

RAG-Test - 3-tier Neo4j chat application with AI-powered Cypher query generation
language_que_card - Flask application using Azure Cognitive Services
Qualcomm AI Hub Models - State-of-the-art ML models optimized for Qualcomm devices
Counterfit - CLI for ML model security assessment
Awesome AIData - Open source innovation in AI and data

Docker & Edge Computing

Nvidia-AGX-Jetson-Thor-Docker-AI-Lab - Comprehensive guide for Jetson AI workloads
CounterFit IoT - Simulator for IoT sensors and actuators

DevOps & Infrastructure

DevOpsClassCodes - Java web app (AddressBook) demonstrating SDLC
simple-php-website - DevOps project (3 forks by community)
Ansible Mastery - Advanced automation implementations
CKA Practice Environment - Kubernetes certification preparation

Azure & Cloud

Azure TDSP ProjectTemplate - Data science project standardization
Azure TDSP Utilities - Productive data science utilities
Microsoft Bot Framework - Bot samples and implementations
Azure AI-900 - AI Fundamentals lab files

📫 Let's Connect!

I'm always interested in collaborating on:

🤖 AI/ML projects, especially LLM Ops and RAG systems
🐋 Docker and containerization solutions
🔗 Model Context Protocol implementations
🎯 Agentic AI development
☁️ Cloud-native architectures
📱 Innovative application development

Reach out to me:

💼 LinkedIn: in/raveendiranrr
🐦 Twitter: @RaveendiranRR
🌐 Website: Raveendiran.com

💭 "All is well"

Building the future with AI, one container at a time 🚀