NamrataHShah

@UCyfbIg_2svVrssNUExEI6fw - 25.7K subscribers

Welcome to Namrata Shah | AWS • AI • Engineering Leadership — where cloud strategy meets hands-on execution. I share deep dives, tutorials, and labs across Amazon Web Services, covering: Generative AI, LLM agents, and Amazon Bedrock AgentCore, Claude, SageMaker, and AI memory strategies (LTM, STM, Episodic) Serverless, Lambda, Docker agents, Python clients, DevOps, and data modernization Learn how to: • Build intelligent AI agents and scalable architectures on AWS • Automate workflows using Python, GitHub, and AWS-native tools • Apply AI to enterprise transformation challenges • Lead engineering teams through cloud modernization and innovation With 20+ years in technology and transformation, I bridge strategy, execution, and culture to help you build smarter, faster, future-ready systems. Subscribe for hands-on AWS, AgentCore, AI, Docker, Python, and enterprise architecture content. #AWS #AI #AmazonBedrock #AgentCore #LLMAgents #CloudArchitect #HandsOnLab #DigitalTransformation

Home Videos Live Playlists

Amazon Bedrock AgentCore – Part 22 | Identity-Governed AI Research Assistant for Investment Analysis

Amazon Bedrock AgentCore – Part 22 | Identity-Governed AI Research Assistant for Investment Analysis NamrataHShah

642 views - 4 days ago

Amazon Bedrock AgentCore – Part 21 | Identity Deep Dive

Amazon Bedrock AgentCore – Part 21 | Identity Deep Dive NamrataHShah

1.7K views - 1 week ago

AgentCore – | Part 20 Orchestrating Enterprise AI Agent Multi-Tool Gateway and Client Integration

AgentCore – | Part 20 Orchestrating Enterprise AI Agent Multi-Tool Gateway and Client Integration NamrataHShah

3.2K views - 2 weeks ago

Amazon Bedrock AgentCore – Part 19 | Multi-Tool Gateway (REST API, Slack integration, Lambda)

Amazon Bedrock AgentCore – Part 19 | Multi-Tool Gateway (REST API, Slack integration, Lambda) NamrataHShah

239 views - 3 weeks ago

Amazon Bedrock AgentCore – Part 18 | Real-Time Dynamic Weather Agent with Docker, Gateway & OAuth

Amazon Bedrock AgentCore – Part 18 | Real-Time Dynamic Weather Agent with Docker, Gateway & OAuth NamrataHShah

6.2K views - 4 weeks ago

Amazon Bedrock AgentCore – Part 17 | Calling a Docker Agent from a Python Client (Hands-On Lab)

Amazon Bedrock AgentCore – Part 17 | Calling a Docker Agent from a Python Client (Hands-On Lab) NamrataHShah

2.4K views - 4 weeks ago

Amazon Bedrock AgentCore - Part 16 | Docker-Based Agent with OAuth Gateway & Lambda Tool (Lab)

Amazon Bedrock AgentCore - Part 16 | Docker-Based Agent with OAuth Gateway & Lambda Tool (Lab) NamrataHShah

2K views - 4 weeks ago

Amazon Bedrock AgentCore – Part 15 | Gateway Calling a Lambda Tool (Hands-On Lab)

Amazon Bedrock AgentCore – Part 15 | Gateway Calling a Lambda Tool (Hands-On Lab) NamrataHShah

1.6K views - 4 weeks ago

Amazon Bedrock AgentCore – Part 14 | Gateway Deep Dive (AWS Tutorial)

Amazon Bedrock AgentCore – Part 14 | Gateway Deep Dive (AWS Tutorial) NamrataHShah

536 views - 1 month ago

Amazon Bedrock AgentCore – Part 13 | Long-Term Memory with Built-In Episodic Strategy (Hands-On Lab)

Amazon Bedrock AgentCore – Part 13 | Long-Term Memory with Built-In Episodic Strategy (Hands-On Lab) NamrataHShah

327 views - 1 month ago

Amazon Bedrock AgentCore – Part 12 | Episodic Memory Strategy Overview (AWS Tutorial)

Amazon Bedrock AgentCore – Part 12 | Episodic Memory Strategy Overview (AWS Tutorial) NamrataHShah

270 views - 1 month ago

Amazon Bedrock AgentCore – Part 11 | LTM with Self-Managed Strategy using S3 & SNS (Hands-On Lab)

Amazon Bedrock AgentCore – Part 11 | LTM with Self-Managed Strategy using S3 & SNS (Hands-On Lab) NamrataHShah

211 views - 1 month ago

Amazon Bedrock AgentCore – Part 10 | Built-In strategy override: Semantic (Hands-On Lab)

Amazon Bedrock AgentCore – Part 10 | Built-In strategy override: Semantic (Hands-On Lab) NamrataHShah

219 views - 1 month ago

AWS re:Invent 2025: All the Latest Features Unveiled

AWS re:Invent 2025: All the Latest Features Unveiled NamrataHShah

101 views - 3 months ago

re:Invent2025 - Datadog slide

re:Invent2025 - Datadog slide NamrataHShah

72 views - 3 months ago

Fragrance Lab (Zenith Voyage) - AWS re:Invent 2025 (Amazon Nova and Bedrock) #AWSFragranceLab

Fragrance Lab (Zenith Voyage) - AWS re:Invent 2025 (Amazon Nova and Bedrock) #AWSFragranceLab NamrataHShah

267 views - 3 months ago

Amazon Bedrock AgentCore – Part 9 | LTM Agent with Built-In Strategies (Hands On Lab)

Amazon Bedrock AgentCore – Part 9 | LTM Agent with Built-In Strategies (Hands On Lab) NamrataHShah

405 views - 3 months ago

Amazon Bedrock AgentCore – Part 8 | Short-term memory agent (Hands on lab)

Amazon Bedrock AgentCore – Part 8 | Short-term memory agent (Hands on lab) NamrataHShah

509 views - 3 months ago

Amazon Bedrock AgentCore – Part 7 | Inside the Memory (Deep Dive)

Amazon Bedrock AgentCore – Part 7 | Inside the Memory (Deep Dive) NamrataHShah

433 views - 3 months ago

Amazon Bedrock AgentCore – Part 6 | Build Chat Client for an ephemeral agent

Amazon Bedrock AgentCore – Part 6 | Build Chat Client for an ephemeral agent NamrataHShah

473 views - 4 months ago

Amazon Bedrock AgentCore – Part 5 | Deploy an Ephemeral (Session) Memory Agent

Amazon Bedrock AgentCore – Part 5 | Deploy an Ephemeral (Session) Memory Agent NamrataHShah

644 views - 4 months ago

Amazon Bedrock AgentCore – Part 4 | Deploy an LLM Agent (Hands-On Lab)

Amazon Bedrock AgentCore – Part 4 | Deploy an LLM Agent (Hands-On Lab) NamrataHShah

1.4K views - 4 months ago

Amazon Bedrock AgentCore – Part 3 | Deploy and Invoke Agents on EC2 (Hands-On Lab)

Amazon Bedrock AgentCore – Part 3 | Deploy and Invoke Agents on EC2 (Hands-On Lab) NamrataHShah

1.9K views - 4 months ago

Amazon Bedrock AgentCore – Part 2 | Inside the Runtime (Deep Dive)

Amazon Bedrock AgentCore – Part 2 | Inside the Runtime (Deep Dive) NamrataHShah

1.8K views - 5 months ago

Amazon Bedrock AgentCore - Part 1 | Overview

Amazon Bedrock AgentCore - Part 1 | Overview NamrataHShah

4.3K views - 5 months ago

(MCP) Model Context Protocol – Part 10 of 10 | Hands-On with OAuth 2.0 over Streamable HTTP

(MCP) Model Context Protocol – Part 10 of 10 | Hands-On with OAuth 2.0 over Streamable HTTP NamrataHShah

374 views - 5 months ago

(MCP) Model Context Protocol – Part 9 of 10 | Hands-On with MCP Inspector for Server Testing

(MCP) Model Context Protocol – Part 9 of 10 | Hands-On with MCP Inspector for Server Testing NamrataHShah

260 views - 5 months ago

(MCP) Model Context Protocol - Part 8 of 10 - StreamableHttp Stateless Server with Tool Invocation

(MCP) Model Context Protocol - Part 8 of 10 - StreamableHttp Stateless Server with Tool Invocation NamrataHShah

142 views - 5 months ago

(MCP) Model Context Protocol - Part 7 of 10 - Server Tool Name

(MCP) Model Context Protocol - Part 7 of 10 - Server Tool Name NamrataHShah

171 views - 6 months ago

(MCP) Model Context Protocol - Part 6 of 10 - Build Client with C#.NET, VS Code & Anthropic

(MCP) Model Context Protocol - Part 6 of 10 - Build Client with C#.NET, VS Code & Anthropic NamrataHShah

214 views - 6 months ago

(MCP) Model Context Protocol - Part 5 of 10 - Client Deep Dive | Client Primitives Explained

(MCP) Model Context Protocol - Part 5 of 10 - Client Deep Dive | Client Primitives Explained NamrataHShah

308 views - 6 months ago

(MCP) Model Context Protocol - Part 4 of 10 - Build a Server with C#.NET, VS Code & Claude

(MCP) Model Context Protocol - Part 4 of 10 - Build a Server with C#.NET, VS Code & Claude NamrataHShah

741 views - 6 months ago

(MCP) Model Context Protocol - Part 3 of 10 - Server Deep Dive | Tools, Resources & Prompts

(MCP) Model Context Protocol - Part 3 of 10 - Server Deep Dive | Tools, Resources & Prompts NamrataHShah

7.7K views - 7 months ago

(MCP) Model Context Protocol - Part 2 of 10 - Architecture Deep Dive

(MCP) Model Context Protocol - Part 2 of 10 - Architecture Deep Dive NamrataHShah

7.2K views - 7 months ago

(MCP) Model Context Protocol - Part 1 of 10 - Overview

(MCP) Model Context Protocol - Part 1 of 10 - Overview NamrataHShah

2.2K views - 7 months ago

AWS Quick Tip - Amazon Bedrock Models Use Cases and Regional Availability

AWS Quick Tip - Amazon Bedrock Models Use Cases and Regional Availability NamrataHShah

155 views - 7 months ago

AWS Quick Tip - How to Select a Model for Your Use Case in Amazon Bedrock

AWS Quick Tip - How to Select a Model for Your Use Case in Amazon Bedrock NamrataHShah

397 views - 8 months ago

Amazon bedrock Model Customization and Continued Pre-training using unlabeled data

Amazon bedrock Model Customization and Continued Pre-training using unlabeled data NamrataHShah

462 views - 8 months ago

Amazon bedrock model customization and fine tuning using labelled data

Amazon bedrock model customization and fine tuning using labelled data NamrataHShah

1K views - 8 months ago

Hands on lab for Amazon Bedrock Model distillation using synthetic data

Hands on lab for Amazon Bedrock Model distillation using synthetic data NamrataHShah

345 views - 8 months ago

Amazon Bedrock Model Customization Overview

Amazon Bedrock Model Customization Overview NamrataHShah

415 views - 8 months ago

Amazon Bedrock - Multi agent collaboration - Multilingual Translator

Amazon Bedrock - Multi agent collaboration - Multilingual Translator NamrataHShah

563 views - 9 months ago

Amazon Bedrock - Multi agent collaboration - Social media post generator

Amazon Bedrock - Multi agent collaboration - Social media post generator NamrataHShah

480 views - 9 months ago

Amazon Bedrock Data Automation - Custom output document modality

Amazon Bedrock Data Automation - Custom output document modality NamrataHShah

455 views - 9 months ago

Amazon Bedrock Data Automation (BDA) - Custom output - Image modality

Amazon Bedrock Data Automation (BDA) - Custom output - Image modality NamrataHShah

468 views - 9 months ago

Amazon Bedrock Data Automation (BDA) - Create custom blueprint with AI

Amazon Bedrock Data Automation (BDA) - Create custom blueprint with AI NamrataHShah

1.1K views - 10 months ago

Amazon Bedrock Data Automation (BDA) - Standard output - All modalities

Amazon Bedrock Data Automation (BDA) - Standard output - All modalities NamrataHShah

1K views - 10 months ago

Amazon Bedrock Data Automation Overview

Amazon Bedrock Data Automation Overview NamrataHShah

2.6K views - 10 months ago

RAG Evaluation - Retrieval and response generation - hands on lab

RAG Evaluation - Retrieval and response generation - hands on lab NamrataHShah

347 views - 10 months ago

RAG Evaluations - Retrieval only - Hands on lab

RAG Evaluations - Retrieval only - Hands on lab NamrataHShah

299 views - 10 months ago

Amazon Bedrock - Evaluations - AWS Managed work team

Amazon Bedrock - Evaluations - AWS Managed work team NamrataHShah

259 views - 11 months ago

Amazon Bedrock - Evaluations - Bring your own team

Amazon Bedrock - Evaluations - Bring your own team NamrataHShah

380 views - 11 months ago

Amazon Bedrock - Evaluations - Model as a judge

Amazon Bedrock - Evaluations - Model as a judge NamrataHShah

814 views - 11 months ago

Amazon Bedrock - Evaluation - Using built-in prompt dataset

Amazon Bedrock - Evaluation - Using built-in prompt dataset NamrataHShah

659 views - 11 months ago

AWS Tutorial - Amazon Bedrock - Evaluations - Overview

AWS Tutorial - Amazon Bedrock - Evaluations - Overview NamrataHShah

734 views - 1 year ago

Hands on lab - Amazon Bedrock Process multiple prompts using Batch Inference

Hands on lab - Amazon Bedrock Process multiple prompts using Batch Inference NamrataHShah

1.8K views - 1 year ago

AWS Tutorial - Amazon Bedrock Prompt Caching

AWS Tutorial - Amazon Bedrock Prompt Caching NamrataHShah

2.1K views - 1 year ago

Hands on lab - Using Amazon Bedrock Flows create a day trip advisor

Hands on lab - Using Amazon Bedrock Flows create a day trip advisor NamrataHShah

2.3K views - 1 year ago

Amazon Bedrock - Prompt Management Demo

Amazon Bedrock - Prompt Management Demo NamrataHShah

1.4K views - 1 year ago

Amazon Bedrock - Marketplace deployments Demo

Amazon Bedrock - Marketplace deployments Demo NamrataHShah

822 views - 1 year ago