NamrataHShah
Welcome to Namrata Shah | AWS • AI • Engineering Leadership — where cloud strategy meets hands-on execution.
I share deep dives, tutorials, and insights across Amazon Web Services — from AI/ML (Bedrock, SageMaker, Claude, AgentCore) to serverless, data, DevOps, and modernization.
Learn how to:
• Build intelligent agents and scalable architectures on AWS
• Automate using Python, GitHub, and AWS-native tools
• Apply AI to real enterprise transformation challenges
• Lead engineering teams through modernization and innovation
With 20+ years in technology and transformation, I bridge strategy, execution, and culture to help you build smarter, faster, and future-ready systems.
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Amazon Bedrock AgentCore – Part 9 | Long-Term Memory Agent with Built-In Strategies (Hands-On Lab)
Amazon Bedrock AgentCore – Часть 8 – Агент кратковременной памяти (лаборатория Хэндсона)
Amazon Bedrock AgentCore – Часть 7 | (Память) Внутри памяти (Подробный обзор)
Amazon Bedrock AgentCore – Часть 6 | (Среда выполнения) Создание клиента чата для эфемерного агента
Amazon Bedrock AgentCore – Часть 5 | (Среда выполнения) Развертывание агента эфемерной (сеансовой...
Amazon Bedrock AgentCore – Part 4 | (Runtime) Deploy an LLM Agent (Hands-On Lab)
Amazon Bedrock AgentCore – Часть 3 | (Время выполнения) Развертывание и вызов агентов в EC2 (прак...
Amazon Bedrock AgentCore – Часть 2 (среда выполнения) | Внутри среды выполнения
Amazon Bedrock AgentCore — Часть 1 | Обзор
Протокол контекста модели (MCP) – Часть 10 из 10 | Практикум по OAuth 2.0 через потоковый HTTP
(MCP) Model Context Protocol – Part 9 of 10 | Hands-On with MCP Inspector for Server Testing
(MCP) Model Context Protocol - Part 8 of 10 - StreamableHttp Stateless Server with Tool Invocation
(MCP) Model Context Protocol - Part 7 of 10 - Server Tool Name
(MCP) Model Context Protocol - Part 6 of 10 - Build Client with C#.NET, VS Code & Anthropic
(MCP) Model Context Protocol - Part 5 of 10 - Client Deep Dive | Client Primitives Explained
(MCP) Model Context Protocol - Part 4 of 10 - Build a Server with C#.NET, VS Code & Claude
(MCP) Model Context Protocol - Part 3 of 10 - Server Deep Dive | Tools, Resources & Prompts
(MCP) Model Context Protocol - Part 2 of 10 - Architecture Deep Dive
(MCP) Model Context Protocol - Part 1 of 10 - Overview
AWS Quick Tip - Amazon Bedrock Models Use Cases and Regional Availability
AWS Quick Tip - How to Select a Model for Your Use Case in Amazon Bedrock
Amazon bedrock Model Customization and Continued Pre-training using unlabeled data
Amazon bedrock model customization and fine tuning using labelled data
Hands on lab for Amazon Bedrock Model distillation using synthetic data
Amazon Bedrock Model Customization Overview
Amazon Bedrock - Multi agent collaboration - Multilingual Translator
Amazon Bedrock - Multi agent collaboration - Social media post generator
Amazon Bedrock Data Automation - Custom output document modality
Amazon Bedrock Data Automation (BDA) - Custom output - Image modality
Amazon Bedrock Data Automation (BDA) - Create custom blueprint with AI