Seenivasa Ramadurai

AI Solution Architect with 20+ yrs in Azure, AWS, GCP, Microservices, gRPC, AI/ML,REST, TF, GenAI, Agentic AI, ACP, MCP, A2A, NLP, RAG, gRAG, LangChain, LangGraph, Semantic Kernel, Vector DBs, Bedrock

Dallas. Texas Joined on Jul 24, 2024

Education

M.Sc Computer Science

C#, Python ,Java ,Scala ,LLM , LangChain , Microsoft Semantic Kernel , Vector DBs. gRPT , REST , GraphQL, NestJS , Microservices , Azure , AWS , GCP

MCP , A2A , LanGraph, and other agentic frameworks .

Architecting and Developing Cloud Native Apps (MicroServices, gRPC, REST) and GenAI

103 posts published

41 comments written

3 tags followed

Cover image for Building Smart Workflows with the Microsoft Agent Framework-Part -I

Seenivasa Ramadurai

Oct 8

Building Smart Workflows with the Microsoft Agent Framework-Part -I

#automation #architecture #microsoft #ai

7 min read

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Cover image for Microsoft Agent Framework: Combining Semantic Kernel + Autogen for Advanced AI Agents

Seenivasa Ramadurai

Oct 8

Microsoft Agent Framework: Combining Semantic Kernel + Autogen for Advanced AI Agents

#dotnet #ai #opensource #microsoft

5 min read

Cover image for Building a Multi-Agent Candidate Search System with Azure AI Foundry

Seenivasa Ramadurai

Oct 5

Building a Multi-Agent Candidate Search System with Azure AI Foundry

#ai #azure #tutorial

9 min read

Cover image for Building an Intelligent RAG Agent with Azure AI Foundry: A Deep Dive into Sreeni-RAG

Seenivasa Ramadurai

Oct 5

Building an Intelligent RAG Agent with Azure AI Foundry: A Deep Dive into Sreeni-RAG

#rag #azure #tutorial #ai

8 min read

Cover image for Building the Future of AI? Azure AI Foundry Might Be Your New Best Friend.

Seenivasa Ramadurai

Sep 30

Building the Future of AI? Azure AI Foundry Might Be Your New Best Friend.

#ai #azure #tooling

4 min read

Seenivasa Ramadurai

Sep 3

What is ACP ?

7 min read

Cover image for 🧠 Born to Learn: A Neural Network's Guide to Growing Up Human

Seenivasa Ramadurai

Aug 28

🧠 Born to Learn: A Neural Network's Guide to Growing Up Human

5 min read

Cover image for My 100th Blog: Thank You ❤️

Seenivasa Ramadurai

Aug 24

My 100th Blog: Thank You ❤️

1 min read

Seenivasa Ramadurai

Aug 23

Building Deep Agents with LangChain: A Complete Guide to Automated Profile Generation -Part -2

18 min read

Cover image for Why Simple AI Chatbots Aren't Enough: Building Deep Agents That Actually Think and Plan Part-1

Seenivasa Ramadurai

Aug 23

Why Simple AI Chatbots Aren't Enough: Building Deep Agents That Actually Think and Plan Part-1

7 min read

Cover image for Bridging the Gap Between LLMs and Enterprise APIs using FastMCP: How to Auto-Generate AI Tools from OpenAPI Specs

Seenivasa Ramadurai

Aug 14

Bridging the Gap Between LLMs and Enterprise APIs using FastMCP: How to Auto-Generate AI Tools from OpenAPI Specs

9 min read

Cover image for Building a Smart RAG System: How LangChain's SQLRecordManager Eliminates Duplicate Processing and Keeps Your Vector Store Clean

Seenivasa Ramadurai

Aug 12

Building a Smart RAG System: How LangChain's SQLRecordManager Eliminates Duplicate Processing and Keeps Your Vector Store Clean

23 min read

Seenivasa Ramadurai

Aug 10

🧠 Mastering Context Engineering: Why It's the Most Important Skill in the Age of AI

5 min read

Seenivasa Ramadurai

Aug 1

Context is Currency: Unlocking Enterprise Intelligence with MCP

1 min read

Seenivasa Ramadurai

Jul 31

CODE – Currency Of Development Engineers

2 min read

Seenivasa Ramadurai

Jul 28

I Am a Living Algorithm: How Human Life Reflects the Architecture of AI and Machine Learning

6 min read

Cover image for The Evolution of Middleware: From Web APIs to AI Agents

Seenivasa Ramadurai

Jul 27

The Evolution of Middleware: From Web APIs to AI Agents

6 min read

Cover image for Elicitation in Modern AI Agents: How Smart Agents Ask the Right Questions

Seenivasa Ramadurai

Jul 20

Elicitation in Modern AI Agents: How Smart Agents Ask the Right Questions

6 min read

Seenivasa Ramadurai

Jul 9

From Context to Collaboration: Unlocking the Power of MCP Servers

1 min read

Cover image for Building AI Agent Ecosystems: A2A and MCP Protocols in Action

Seenivasa Ramadurai

Jul 2

Building AI Agent Ecosystems: A2A and MCP Protocols in Action

6 min read

Cover image for MCP Model Context Protocol vs. Traditional APIs (REST, SOAP, GraphQL, gRPC): The Future of API Communication

Seenivasa Ramadurai

Jun 18

MCP Model Context Protocol vs. Traditional APIs (REST, SOAP, GraphQL, gRPC): The Future of API Communication

2 min read

Cover image for Building an AI Agent Registry Server with FastAPI: Enabling Seamless Agent Discovery via A2A Protocol -Part III

Seenivasa Ramadurai

May 22

Building an AI Agent Registry Server with FastAPI: Enabling Seamless Agent Discovery via A2A Protocol -Part III

7 min read

Cover image for Creating A2A Agents with Python: Building a Simple Math Agent - Part II

Seenivasa Ramadurai

May 6

Creating A2A Agents with Python: Building a Simple Math Agent - Part II

5 min read

Seenivasa Ramadurai

Apr 22

Understanding Google's A2A Protocol: The Future of AI Agents Communication -Part I

5 min read

Seenivasa Ramadurai

Apr 18

Function Calling vs. MCP (Model Context Protocol) + A2A: A Clean Architecture Analogy

1 min read

Cover image for Understanding Blockchain Technology: A Comprehensive Guide

Seenivasa Ramadurai

Mar 23

Understanding Blockchain Technology: A Comprehensive Guide

6 min read

Cover image for Building a Robust AI Guardrails System with OpenAI-Part II

Seenivasa Ramadurai

Mar 17

Building a Robust AI Guardrails System with OpenAI-Part II

6 min read

Cover image for Open AI Agents SDK : Unlocking the Future of OpenAI's Game-Changing Agents SDK Update Part-1

Seenivasa Ramadurai

Mar 17

Open AI Agents SDK : Unlocking the Future of OpenAI's Game-Changing Agents SDK Update Part-1

#openai #agetnstssdk

4 min read

Cover image for MCP – Model Context Protocol: The New Standard for AI Data Connectivity

Seenivasa Ramadurai

Mar 12

MCP – Model Context Protocol: The New Standard for AI Data Connectivity

18 min read

Cover image for Building Multi-Agent Systems with LangGraph Swarm: A New Approach to Agent Collaboration

Seenivasa Ramadurai

Mar 9

Building Multi-Agent Systems with LangGraph Swarm: A New Approach to Agent Collaboration

15 min read

Cover image for Building Multi-Agent Systems with LangGraph-Supervisor

Seenivasa Ramadurai

Mar 9

Building Multi-Agent Systems with LangGraph-Supervisor

5 min read

Cover image for Understanding Stacking Ensemble Method: A Comprehensive Guide -PART IV

Seenivasa Ramadurai

Mar 6

Understanding Stacking Ensemble Method: A Comprehensive Guide -PART IV

12 min read

Cover image for Unleash the Power of Boosting: A Practical Guide to Ensemble Learning - PART III

Seenivasa Ramadurai

Mar 6

Unleash the Power of Boosting: A Practical Guide to Ensemble Learning - PART III

6 min read

Cover image for AI Agents and LLM Models: Routers and Gateways for Efficient Management

Seenivasa Ramadurai

Mar 6

AI Agents and LLM Models: Routers and Gateways for Efficient Management

15 min read

Cover image for Unleash the Power of Bagging: A Practical Guide to Ensemble Learning - PART II

Seenivasa Ramadurai

Mar 5

Unleash the Power of Bagging: A Practical Guide to Ensemble Learning - PART II

9 min read

Cover image for Ensemble Learning -Part I: The Power of Many in Machine Learning

Seenivasa Ramadurai

Mar 5

Ensemble Learning -Part I: The Power of Many in Machine Learning

#ensemble #bagging #boosting #stacking

4 min read

Cover image for Understanding Python’s GIL and Enhancing Concurrency with Multithreading, Multiprocessing, and Asyncio

Seenivasa Ramadurai

Feb 28

Understanding Python’s GIL and Enhancing Concurrency with Multithreading, Multiprocessing, and Asyncio

5 min read

Cover image for Building an AI Agent with MCP-Model Context Protocol(Anthropic's) and LangChain Adapters

Seenivasa Ramadurai

Feb 26

Building an AI Agent with MCP-Model Context Protocol(Anthropic's) and LangChain Adapters

6 min read

Cover image for MCP – Model Context Protocol: Standardizing AI-Data Access

Seenivasa Ramadurai

Feb 25

MCP – Model Context Protocol: Standardizing AI-Data Access

4 min read

Seenivasa Ramadurai

Feb 25

Sentiment Analysis on IMDB Movie Reviews Using BERT

5 min read

Seenivasa Ramadurai

Feb 18

Leveraging LangGraph's Send API for Dynamic and Parallel Workflow Execution

3 min read

Seenivasa Ramadurai

Feb 17

Microsoft Presidio and LangGraph: Enhancing AI Agents with Robust PII Protection and Data Anonymization

4 min read

Seenivasa Ramadurai

Feb 17

LangGraph Subgraphs: A Guide to Modular AI Agents Development

5 min read

Seenivasa Ramadurai

Feb 13

LangGraph Uncovered:AI Agent and Human-in-the-Loop: Enhancing Decision-Making with Intelligent Automation Part -III

#langgraph #multiagent

6 min read

Seenivasa Ramadurai

Feb 12

Enhancing AI Chatbots with Multimodal Capabilities Using ChromaDB and OpenAI CLIP

8 min read

Seenivasa Ramadurai

Feb 12

Unlocking the Power of Large Language Models: Corporate Strategies for Fine-Tuning

3 min read

Seenivasa Ramadurai

Feb 10

LangGraph Uncovered: Building Stateful LLM Applications & Enhancing Chatbots with Tools (Part II)

#langgraph #multiagent

5 min read

Seenivasa Ramadurai

Feb 10

LangGraph Uncovered: Building Stateful Multi-Agent Applications with LLMs-Part I

#langgraph #multiagent

6 min read

Seenivasa Ramadurai

Feb 6

Title: Segmenting Customers with K-Means Clustering: A Data-Driven Approach to Targeted Marketing

6 min read

Seenivasa Ramadurai

Feb 4

RAG: Giving LLMs a Timely and Tailored Education

6 min read

Seenivasa Ramadurai

Jan 29

Decoding the Magic of Models: From Encoders to Generators

3 min read

Seenivasa Ramadurai

Jan 25

Fine-Tuning BERT for Precise Sentiment Detection in Blog Feedback

5 min read

Seenivasa Ramadurai

Jan 23

BERT: The NLP Rockstar Revolutionizing Language Understanding

5 min read

Seenivasa Ramadurai

Jan 21

From Words to Numbers: Mastering the Bag of Words Model in NLP

6 min read

Seenivasa Ramadurai

Jan 19

Understanding NLP: The Fusion of Linguistics, Computing, and Deep Learning

4 min read

Seenivasa Ramadurai

Jan 18

The Evolution from Microservice to Multi-Agent AI Systems

2 min read

Seenivasa Ramadurai

Jan 18

Developing Multi-Agent Applications: A Deep Dive into AI Agent Frameworks

4 min read

Seenivasa Ramadurai

Jan 15

Tools and DI(Dependency Injection) : Streamlining AI Development with PydanticAI

3 min read

Seenivasa Ramadurai

Jan 15

Simplify AI Agent Development with PydanticAI: A Game-Changer for Python Developers

3 min read

Seenivasa Ramadurai

Jan 10

Building a Simple Conversational Chatbot LLM Application with LangChain

3 min read

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