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maneeshkumar52/README.md

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👋 About Me

I'm an AI Architect and Enterprise Solutions Designer with deep expertise in building production-grade AI systems on Azure. I specialize in designing scalable Retrieval-Augmented Generation (RAG) pipelines, Agentic AI orchestration frameworks, and end-to-end enterprise AI solutions — having shipped these across industries including banking, healthcare, legal, HR, and e-commerce.

Previously at Microsoft and Accenture, I've led complex AI transformations at scale.

📘 I'm the author of "From Prompts to Agentic AI: Building Agentic AI & Enterprise RAG Systems on Azure" — a comprehensive technical guide covering production AI engineering, multi-agent architectures, evaluation methodologies, security, observability, and 10+ end-to-end Azure AI projects.

🛠️ Core Tech Stack

☁️ Azure AI Platform

Azure OpenAI Azure AI Search Azure Container Apps Cosmos DB Azure Functions

🤖 AI / ML Frameworks

LangChain Semantic Kernel AutoGen OpenAI HuggingFace

💻 Languages & Tools

Python FastAPI Docker PostgreSQL Redis

📚 Featured Book

From Prompts to Agentic AI

Building Agentic AI & Enterprise RAG Systems on Azure

A production-focused technical book covering the full lifecycle of enterprise AI engineering — from foundational RAG architecture to advanced multi-agent orchestration, evaluation, security, compliance, and deployment.

What's inside:

  • 🏗️ 10 end-to-end Azure AI projects across enterprise sectors
  • 🤖 Multi-agent system design with AutoGen & Semantic Kernel
  • 📊 RAG evaluation methodologies & observability patterns
  • 🔐 Security, compliance & responsible AI governance
  • ☁️ Production deployment on Azure Container Apps

📖 Available Now

Comprehensive guide for AI Engineers building production systems on Azure

🚀 Featured Projects

Project Description Stack
🔍 rag-app Enterprise RAG pipeline with Azure AI Search + OpenAI Azure OpenAI AI Search Python
🏦 banking-support-agent Intelligent banking support multi-agent system AutoGen Azure OpenAI FastAPI
📈 contoso-research-system Financial research & analysis platform LangChain Cosmos DB Python
🛒 ecommerce-assistant Conversational e-commerce AI assistant Semantic Kernel Azure OpenAI
🤝 contoso-support-agent Enterprise customer support agent Azure OpenAI AI Search
📄 github-repo-documentation Auto-documentation generator for GitHub repos Python OpenAI GitHub API

🎯 Areas of Expertise

Enterprise RAG Architecture     ████████████████████  Expert
Azure OpenAI Integration        ████████████████████  Expert
Agentic AI Systems              ███████████████████░  Advanced
Multi-Agent Orchestration       ███████████████████░  Advanced
AI Evaluation & Observability   ██████████████████░░  Advanced
MLOps & Production Deployment   █████████████████░░░  Proficient

📊 GitHub Stats

📬 Let's Connect

I'm always open to discussing enterprise AI architecture, Azure AI implementations, or the ideas behind the book.

LinkedIn GitHub

Popular repositories Loading

  1. rag-app rag-app Public

    Production-grade Enterprise RAG pipeline using Azure AI Search, Azure OpenAI, and Python — with chunking strategies, vector indexing, and retrieval optimization.

    Python

  2. github-repo-documentation github-repo-documentation Public

    Python

  3. banking-support-agent banking-support-agent Public

    Intelligent multi-agent banking support system built on Azure OpenAI — handles customer queries, transaction lookups, and escalation workflows with agentic orchestration.

    Python

  4. contoso-research-system contoso-research-system Public

    Financial research & analysis platform powered by Azure OpenAI and Cosmos DB — automates market research, document summarization, and insight generation.

    Python

  5. contoso-support-agent contoso-support-agent Public

    Enterprise customer support agent using Azure OpenAI and AI Search — provides grounded, context-aware responses from internal knowledge bases.

    Python

  6. ecommerce-assistant ecommerce-assistant Public

    Conversational AI shopping assistant for e-commerce — product discovery, recommendations, and order support powered by Azure OpenAI and Semantic Kernel.

    Python