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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

Location Dallas. Texas Joined Joined on 

Education

M.Sc Computer Science

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

#automation #architecture #microsoft #ai
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7 min read

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

#dotnet #ai #opensource #microsoft
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5 min read
Building a Multi-Agent Candidate Search System with Azure AI Foundry
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Building a Multi-Agent Candidate Search System with Azure AI Foundry

#ai #azure #tutorial
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9 min read
Building an Intelligent RAG Agent with Azure AI Foundry: A Deep Dive into Sreeni-RAG
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Building an Intelligent RAG Agent with Azure AI Foundry: A Deep Dive into Sreeni-RAG

#rag #azure #tutorial #ai
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8 min read
Building the Future of AI? Azure AI Foundry Might Be Your New Best Friend.
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Building the Future of AI? Azure AI Foundry Might Be Your New Best Friend.

#ai #azure #tooling
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4 min read
What is ACP ?
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What is ACP ?

2
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7 min read
🧠 Born to Learn: A Neural Network's Guide to Growing Up Human
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🧠 Born to Learn: A Neural Network's Guide to Growing Up Human

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5 min read
My 100th Blog: Thank You ❤️
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My 100th Blog: Thank You ❤️

1
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1 min read
Building Deep Agents with LangChain: A Complete Guide to Automated Profile Generation -Part -2
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Building Deep Agents with LangChain: A Complete Guide to Automated Profile Generation -Part -2

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

1
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7 min read
Bridging the Gap Between LLMs and Enterprise APIs using FastMCP: How to Auto-Generate AI Tools from OpenAPI Specs
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Bridging the Gap Between LLMs and Enterprise APIs using FastMCP: How to Auto-Generate AI Tools from OpenAPI Specs

1
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9 min read
Building a Smart RAG System: How LangChain's SQLRecordManager Eliminates Duplicate Processing and Keeps Your Vector Store Clean
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Building a Smart RAG System: How LangChain's SQLRecordManager Eliminates Duplicate Processing and Keeps Your Vector Store Clean

3
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23 min read
🧠 Mastering Context Engineering: Why It's the Most Important Skill in the Age of AI
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🧠 Mastering Context Engineering: Why It's the Most Important Skill in the Age of AI

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5 min read
Context is Currency: Unlocking Enterprise Intelligence with MCP
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Context is Currency: Unlocking Enterprise Intelligence with MCP

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1 min read
CODE – Currency Of Development Engineers
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CODE – Currency Of Development Engineers

1
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2 min read
I Am a Living Algorithm: How Human Life Reflects the Architecture of AI and Machine Learning
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I Am a Living Algorithm: How Human Life Reflects the Architecture of AI and Machine Learning

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6 min read
The Evolution of Middleware: From Web APIs to AI Agents
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The Evolution of Middleware: From Web APIs to AI Agents

1
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6 min read
Elicitation in Modern AI Agents: How Smart Agents Ask the Right Questions
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Elicitation in Modern AI Agents: How Smart Agents Ask the Right Questions

1
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6 min read
From Context to Collaboration: Unlocking the Power of MCP Servers
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From Context to Collaboration: Unlocking the Power of MCP Servers

1
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1 min read
Building AI Agent Ecosystems: A2A and MCP Protocols in Action
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Building AI Agent Ecosystems: A2A and MCP Protocols in Action

3
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6 min read
MCP Model Context Protocol vs. Traditional APIs (REST, SOAP, GraphQL, gRPC): The Future of API Communication
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MCP Model Context Protocol vs. Traditional APIs (REST, SOAP, GraphQL, gRPC): The Future of API Communication

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

15
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7 min read
Creating A2A Agents with Python: Building a Simple Math Agent - Part II
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Creating A2A Agents with Python: Building a Simple Math Agent - Part II

1
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5 min read
Understanding Google's A2A Protocol: The Future of AI Agents Communication -Part I
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Understanding Google's A2A Protocol: The Future of AI Agents Communication -Part I

3
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5 min read
Function Calling vs. MCP (Model Context Protocol) + A2A: A Clean Architecture Analogy
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Function Calling vs. MCP (Model Context Protocol) + A2A: A Clean Architecture Analogy

1
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1 min read
Understanding Blockchain Technology: A Comprehensive Guide
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Understanding Blockchain Technology: A Comprehensive Guide

Comments 2
6 min read
Building a Robust AI Guardrails System with OpenAI-Part II
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Building a Robust AI Guardrails System with OpenAI-Part II

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

#openai #agetnstssdk
3
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4 min read
MCP – Model Context Protocol: The New Standard for AI Data Connectivity
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MCP – Model Context Protocol: The New Standard for AI Data Connectivity

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

14
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15 min read
Building Multi-Agent Systems with LangGraph-Supervisor
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Building Multi-Agent Systems with LangGraph-Supervisor

24
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5 min read
Understanding Stacking Ensemble Method: A Comprehensive Guide -PART IV
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Understanding Stacking Ensemble Method: A Comprehensive Guide -PART IV

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

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6 min read
AI Agents and LLM Models: Routers and Gateways for Efficient Management
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AI Agents and LLM Models: Routers and Gateways for Efficient Management

2
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15 min read
Unleash the Power of Bagging: A Practical Guide to Ensemble Learning - PART II
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Unleash the Power of Bagging: A Practical Guide to Ensemble Learning - PART II

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

#ensemble #bagging #boosting #stacking
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4 min read
Understanding Python’s GIL and Enhancing Concurrency with Multithreading, Multiprocessing, and Asyncio
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Understanding Python’s GIL and Enhancing Concurrency with Multithreading, Multiprocessing, and Asyncio

3
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5 min read
Building an AI Agent with MCP-Model Context Protocol(Anthropic's) and LangChain Adapters
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Building an AI Agent with MCP-Model Context Protocol(Anthropic's) and LangChain Adapters

24
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6 min read
MCP – Model Context Protocol: Standardizing AI-Data Access
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MCP – Model Context Protocol: Standardizing AI-Data Access

1
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4 min read
Sentiment Analysis on IMDB Movie Reviews Using BERT
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Sentiment Analysis on IMDB Movie Reviews Using BERT

2
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5 min read
Leveraging LangGraph's Send API for Dynamic and Parallel Workflow Execution
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Leveraging LangGraph's Send API for Dynamic and Parallel Workflow Execution

9
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3 min read
Microsoft Presidio and LangGraph: Enhancing AI Agents with Robust PII Protection and Data Anonymization
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Microsoft Presidio and LangGraph: Enhancing AI Agents with Robust PII Protection and Data Anonymization

3
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4 min read
LangGraph Subgraphs: A Guide to Modular AI Agents Development
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LangGraph Subgraphs: A Guide to Modular AI Agents Development

6
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5 min read
LangGraph Uncovered:AI Agent and Human-in-the-Loop: Enhancing Decision-Making with Intelligent Automation Part -III
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LangGraph Uncovered:AI Agent and Human-in-the-Loop: Enhancing Decision-Making with Intelligent Automation Part -III

#langgraph #multiagent
2
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6 min read
Enhancing AI Chatbots with Multimodal Capabilities Using ChromaDB and OpenAI CLIP
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Enhancing AI Chatbots with Multimodal Capabilities Using ChromaDB and OpenAI CLIP

1
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8 min read
Unlocking the Power of Large Language Models: Corporate Strategies for Fine-Tuning
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Unlocking the Power of Large Language Models: Corporate Strategies for Fine-Tuning

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

#langgraph #multiagent
4
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5 min read
LangGraph Uncovered: Building Stateful Multi-Agent Applications with LLMs-Part I
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LangGraph Uncovered: Building Stateful Multi-Agent Applications with LLMs-Part I

#langgraph #multiagent
9
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6 min read
Title: Segmenting Customers with K-Means Clustering: A Data-Driven Approach to Targeted Marketing
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Title: Segmenting Customers with K-Means Clustering: A Data-Driven Approach to Targeted Marketing

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6 min read
RAG: Giving LLMs a Timely and Tailored Education
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RAG: Giving LLMs a Timely and Tailored Education

3
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6 min read
Decoding the Magic of Models: From Encoders to Generators
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Decoding the Magic of Models: From Encoders to Generators

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3 min read
Fine-Tuning BERT for Precise Sentiment Detection in Blog Feedback
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Fine-Tuning BERT for Precise Sentiment Detection in Blog Feedback

2
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5 min read
BERT: The NLP Rockstar Revolutionizing Language Understanding
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BERT: The NLP Rockstar Revolutionizing Language Understanding

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

3
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6 min read
Understanding NLP: The Fusion of Linguistics, Computing, and Deep Learning
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Understanding NLP: The Fusion of Linguistics, Computing, and Deep Learning

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4 min read
The Evolution from Microservice to Multi-Agent AI Systems
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The Evolution from Microservice to Multi-Agent AI Systems

1
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2 min read
Developing Multi-Agent Applications: A Deep Dive into AI Agent Frameworks
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Developing Multi-Agent Applications: A Deep Dive into AI Agent Frameworks

3
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4 min read
Tools and DI(Dependency Injection) : Streamlining AI Development with PydanticAI
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Tools and DI(Dependency Injection) : Streamlining AI Development with PydanticAI

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

9
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3 min read
Building a Simple Conversational Chatbot LLM Application with LangChain
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Building a Simple Conversational Chatbot LLM Application with LangChain

2
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3 min read
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