In Part 1 (Harnessing the Power of AWS Bedrock through CloudFormation / Blogs / Perficient), we discussed what Azure Virtual WAN is and why it’s a powerful solution for global networking. Now, let’s get hands-on and walk through the actual implementation—step by step, in a simple, conversational way. 1. Creating the Virtual WAN – The […]
DevOps
House Price Predictor – An MLOps Learning Project Using Azure DevOps
Machine Learning (ML) is no longer limited to research labs — it’s actively driving decisions in real estate, finance, healthcare, and more. But deploying and managing ML models in production is a different ballgame. That’s where MLOps comes in. In this blog, we’ll walk through a practical MLOps learning project — building a House Price […]
AI in Medical Device Software: From Concept to Compliance
Whether you’re building embedded software for next-gen diagnostics, modernizing lab systems, or scaling user-facing platforms, the pressure to innovate is universal, and AI is becoming a key differentiator. When embedded into the software development lifecycle (SDLC), AI offers a path to reduce costs, accelerate timelines, and equip the enterprise to scale with confidence. But AI […]
Document Summarization with AI on Amazon Bedrock
Objective Enable automated document summarization by allowing us to upload TXT, PDF, or DOCX files, extracting content, summarizing it using Amazon Bedrock, and delivering the summary either via API response or by storing it for future retrieval. Why This Is Needed Organizations face information overload with a large number of documents. Manual summarization is time-consuming […]
AI-Driven Auto-Tagging of EC2 Instances Using Amazon SageMaker
Managing cloud infrastructure effectively requires consistent and meaningful tagging of resources. Manual tagging is prone to errors and difficult to scale. In this blog, I’ll show you how to use Amazon SageMaker and Python to automatically apply intelligent tags to your EC2 instances using either rule-based logic or AI-powered enhancements. What You Will Learn How […]
Zero Trust & Infosec Mesh: Org’s Survival Guide
Zero Trust & Cybersecurity Mesh: The New Security Paradigm Traditional cybersecurity methods have fallen apart under their own presumptions in a world where employees access systems from kitchen counters, cafés, and even virtual reality headsets, and data is no longer housed behind a single firewall. It’s not only that the castle-and-moat model(a classic method in […]
Mitigate DNS Vulnerabilities Proactively with Amazon Route 53 Resolver DNS Firewall
In today’s cloud-first world, securing your DNS layer is more critical than ever. DNS (Domain Name System) is a foundational element of network infrastructure, but it’s often overlooked as a security risk. Attackers frequently exploit DNS to launch phishing campaigns, exfiltrate data, and communicate with command-and-control servers. Proactive DNS security is no longer optional – […]
Developing a Serverless Blogging Platform with AWS Lambda and Python
Introduction Serverless is changing the game—no need to manage servers anymore. In this blog, we’ll see how to build a serverless blogging platform using AWS Lambda and Python. It’s scalable, efficient, and saves cost—perfect for modern apps. How It Works Prerequisites Before starting the demo, make sure you have: an AWS account, basic Python […]
Boost Cloud Efficiency: AWS Well-Architected Cost Tips
In today’s cloud-first world, building a secure, high-performing, resilient, and efficient infrastructure is more critical than ever. That’s where the AWS Well-Architected Framework comes in a powerful guide designed to help architects and developers make informed decisions and build better cloud-native solutions. What is the AWS Well-Architected Framework? The AWS Well-Architected Framework provides a consistent approach for evaluating and […]
Mastering Databricks Jobs API: Build and Orchestrate Complex Data Pipelines
In this post, we’ll dive into orchestrating data pipelines with the Databricks Jobs API, empowering you to automate, monitor, and scale workflows seamlessly within the Databricks platform. Why Orchestrate with Databricks Jobs API? When data pipelines become complex involving multiple steps—like running notebooks, updating Delta tables, or training machine learning models—you need a reliable way […]
A Comprehensive Guide to Azure Firewall
Azure Firewall, a managed, cloud-based network security service, is an essential component of Azure’s security offerings. It comes in three different versions – Basic, Standard, and Premium – each designed to cater to a wide range of customer use cases and preferences. This blog post will provide a comprehensive comparison of these versions, discuss best […]
Azure IoT Operations: Empowering the Future of Connectivity and Automation
In today’s world, the Internet of Things (IoT) is revolutionizing industries across the globe by connecting devices, systems, and people in ways that were once unimaginable. From smart homes to advanced manufacturing, IoT is creating new opportunities for innovation, efficiency, and data-driven decision-making. At the forefront of this transformation is Microsoft Azure, a cloud computing […]