System Design: Personalized Search with ML on AWS
Designing a scalable personalized search engine with ML ranking models on AWS managed services.
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Deep dives on AWS, system design, and AI architecture. 3,600+ followers on Medium.
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System Design: Video Recommendations System with ML on AWS
End-to-end architecture for a video recommendation engine using ML pipelines on AWS.
Read on Medium →Production-Ready AI Agent From Scratch — With LangGraph & AWS AgentCore
Step-by-step guide to building an autonomous AI agent with LangGraph and AWS AgentCore.
Read on Medium →Build & Deploy MCP Servers on AWS Bedrock AgentCore
Hands-on walkthrough of building and deploying MCP servers using AWS Bedrock AgentCore.
Read on Medium →System Design: Serverless Chat Application
Architecting a real-time serverless chat system on AWS with WebSockets and event-driven patterns.
Read on Medium →Notification System Architecture with AWS
Designing a multi-channel notification system using AWS SNS, SQS, and EventBridge.
Read on Medium →Microservices Pattern: Query
Query patterns for distributed data across microservices — API composition and CQRS.
Read on Medium →Microservices Pattern: Distributed Transactions (SAGA)
Deep dive into the SAGA pattern for managing distributed transactions with compensation logic.
Read on Medium →A Guide to Communication Styles in Microservices Architecture
Sync vs async, request-response vs event-driven — choosing the right communication pattern.
Read on Medium →School Bus Tracker: System Architecture
Real-time GPS tracking system architecture for school bus fleet management.
Read on Medium →DynamoDB Architecture
Deep dive into DynamoDB architecture, data modeling, and best practices for scalable NoSQL on AWS.
Read on Medium →AWS ECS Deep Dive
Comprehensive guide to AWS Elastic Container Service — task definitions, services, and orchestration.
Read on Medium →AWS Lambda Architecture Deep Dive
In-depth look at AWS Lambda internals, execution model, and architecture patterns.
Read on Medium →AWS SQS Deep Dive
Deep dive into AWS Simple Queue Service — message patterns, FIFO vs standard, and scaling strategies.
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