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Deepak Prasad

60 posts
AAWS

AWS MCP Servers: AI-Powered Toolkit for Cloud & DevOps Teams

  • August 22, 2025
Introduction The rise of AI copilots and agent-based systems has changed how developers interact with cloud infrastructure. Instead of navigating…
AAI

AI Agent Frameworks vs AI Agent Platforms

  • August 20, 2025
As businesses race to adopt AI agents for everything from customer support to enterprise automation, two terms often spark confusion:…
AAI

4.2 Monitoring in AWS for Model Bias, Trustworthiness, and Truthfulness

  • January 8, 2025
Overview of Bias and Monitoring with AWS Biases are imbalances or disparities in a model’s performance across different groups. To…
AAI

5.11 Implementing an AI Governance Strategy

  • December 25, 2024
Identifying the Scope of Responsibility The AI governance strategy starts with identifying the scope of responsibility. This scope includes governance,…
AAI

5.10 Data Quality and Lifecycle Management Overview

  • December 23, 2024
Data Quality Management Data quality management focuses on addressing data quality issues found during profiling or other methods. It involves…
AAI

5.9 Data Governance and Management Overview

  • December 21, 2024
Data Governance Definition Data governance is the combination of people, processes, and technology used to manage the availability, usability, integrity,…
AAI

5.8 AWS Compliance and Security Tools Overview

  • December 19, 2024
AWS Compliance Support AWS provides services and features that help customers audit, monitor, control, and report on security controls to…
AAI

5.7 Governance and Compliance Regulations for AI Systems

  • December 17, 2024
Key Governance and Compliance Regulations for AI Systems Emerging AI Compliance Standards E.U. AI Act Global Influence of EU Regulations…
AAI

5.6 Governance and Compliance Regulations for AI Systems

  • December 15, 2024
AI Governance and Compliance Shared Responsibility Model AWS Security and Compliance Certifications AWS Artifact Global Compliance Standards Customer Compliance Center
AAI

5.5 Tracking Artifacts and Managing Models in SageMaker

  • December 14, 2024
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