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Suraj Khaitan

I’m Suraj Khaitan, an AI/ML engineer passionate about building real-world applications with Generative AI, NLP, and Computer Vision.

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Deploy MCP Server in AWS Lambda Without Containers: A Complete Guide
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Deploy MCP Server in AWS Lambda Without Containers: A Complete Guide

#genai #mcp #aws #lambda
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7 min read
🔌 I Tried 100 MCP Servers. These Are The Only 12 Worth Installing.
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🔌 I Tried 100 MCP Servers. These Are The Only 12 Worth Installing.

#ai #claude #agents #mcp
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23 min read

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Claude Cowork Review: I Handed It a Day of My Busywork. Here's What Came Back.
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Claude Cowork Review: I Handed It a Day of My Busywork. Here's What Came Back.

#ai #agents #claude #agentskills
1
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7 min read
🚀 I Ran Claude Code on Every New Claude Model. Here's What Actually Ships.
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🚀 I Ran Claude Code on Every New Claude Model. Here's What Actually Ships.

#ai #claude #agents #llm
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14 min read
💰 The Claude Prompt That Made Me $18,000 in One Week
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💰 The Claude Prompt That Made Me $18,000 in One Week

#ai #claude #cloud #agents
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6 min read
Building Production-Ready AI Agents with MCP: The Enterprise Blueprint Nobody Talks About
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Building Production-Ready AI Agents with MCP: The Enterprise Blueprint Nobody Talks About

#mcp #ai #agents #agentskills
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18 min read
🧠 I Tried 100 Claude Skills. These Are The Best.
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🧠 I Tried 100 Claude Skills. These Are The Best.

#ai #claude #cloud #python
164
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10 min read
🚀 I Passed the Claude Certified Architect – Foundations (CCA-F) Exam: My Journey, Lessons, and Study Tactics
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🚀 I Passed the Claude Certified Architect – Foundations (CCA-F) Exam: My Journey, Lessons, and Study Tactics

#claude #ai #agents #aws
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5 min read
🤖 We Gave an AI Agent Our Design System and Let It Build Our Frontend — Here's What Happened
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🤖 We Gave an AI Agent Our Design System and Let It Build Our Frontend — Here's What Happened

#ai #agents #aws #frontend
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13 min read
🚀 I Mass Terminated My Copilot Plans. Here's Why Claude Code Won.
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🚀 I Mass Terminated My Copilot Plans. Here's Why Claude Code Won.

#ai #antigravity #agents #cloud
2
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8 min read
🚀 Stop Calling STS on Every Request: Redis Caching Patterns That Cut Login Latency by 10x
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🚀 Stop Calling STS on Every Request: Redis Caching Patterns That Cut Login Latency by 10x

#aws #python #redis #ai
2
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9 min read
🔥 We Deleted Our Login Code: ALB OIDC for Serverless Frontends
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🔥 We Deleted Our Login Code: ALB OIDC for Serverless Frontends

#ai #aws #oauth #agents
1
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5 min read
🧠 RAG in 2026: A Practical Blueprint for Retrieval-Augmented Generation
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🧠 RAG in 2026: A Practical Blueprint for Retrieval-Augmented Generation

#rag #agents #python #webdev
6
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8 min read
Inside Google Antigravity: How AI Pair Programming Actually Works
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Inside Google Antigravity: How AI Pair Programming Actually Works

#antigravity #python #google #agents
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7 min read
Retrieval-Augmented Generation (RAG) Agents: How to Build Grounded, Tool‑Using GenAI Systems
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Retrieval-Augmented Generation (RAG) Agents: How to Build Grounded, Tool‑Using GenAI Systems

#ai #agents #rag #azure
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9 min read
I Built 100+ Gen AI Agents: Architecture, Patterns, and Code You Can Reuse
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I Built 100+ Gen AI Agents: Architecture, Patterns, and Code You Can Reuse

#ai #agents #mcp #agentaichallenge
2
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6 min read
From Static Docs to Living Knowledge: Building an STS‑Aware Retrieval‑Augmented Agent Backend
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From Static Docs to Living Knowledge: Building an STS‑Aware Retrieval‑Augmented Agent Backend

#ai #rag #aws #python
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4 min read
🚀 The Ultimate Guide to Intelligent Document Parsing: Building a Universal File Reader System
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🚀 The Ultimate Guide to Intelligent Document Parsing: Building a Universal File Reader System

#ai #python #datascience #programming
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7 min read
Building a Production-Ready LangGraph-Style Agent: From Raw Documents to Structured Intelligence
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Building a Production-Ready LangGraph-Style Agent: From Raw Documents to Structured Intelligence

#agents #ai #aws #python
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4 min read
Building a Scalable Agent-to-Agent (A2A) Communication Protocol on AWS
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Building a Scalable Agent-to-Agent (A2A) Communication Protocol on AWS

#aws #python #agents #a2a
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6 min read
From Pixels to Insight: Building a Unified Multi‑Modal GenAI Knowledge Base
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From Pixels to Insight: Building a Unified Multi‑Modal GenAI Knowledge Base

#rag #ai #aws #python
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5 min read
Building the Future: How to Deploy AI Agent Teams That Scale to Millions Using AWS Lambda and Crew AI
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Building the Future: How to Deploy AI Agent Teams That Scale to Millions Using AWS Lambda and Crew AI

#genai #aws #agents #ai
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8 min read
Why Your RAG System is Failing: The Graph Database Secret That Boosted Our Retrieval Accuracy by 60%
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Why Your RAG System is Failing: The Graph Database Secret That Boosted Our Retrieval Accuracy by 60%

#rag #aws #agents #python
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7 min read
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