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Author: Devraj Sarkar

Cybersecurity Architect | Cloud-Native Defense | AI/ML Security | DevSecOps With over 23 years of experience in cybersecurity, I specialize in building resilient, zero-trust digital ecosystems across multi-cloud (AWS, Azure, GCP) and Kubernetes (EKS, AKS, GKE) environments. My journey began in network security—firewalls, IDS/IPS—and expanded into Linux/Windows hardening, IAM, and DevSecOps automation using Terraform, GitLab CI/CD, and policy-as-code tools like OPA and Checkov. Today, my focus is on securing AI/ML adoption through MLSecOps, protecting models from adversarial attacks with tools like Robust Intelligence and Microsoft Counterfit. I integrate AISecOps for threat detection (Darktrace, Microsoft Security Copilot) and automate incident response with forensics-driven workflows (Elastic SIEM, TheHive). Whether it’s hardening cloud-native stacks, embedding security into CI/CD pipelines, or safeguarding AI systems, I bridge the gap between security and innovation—ensuring defense scales with speed. Let’s connect and discuss the future of secure, intelligent infrastructure.
Platform Engineering vs. Traditional DevOps

Platform Engineering vs. Traditional DevOps: Which Should You Learn in 2026?

Introduction: The Great DevOps Evolution If you’re learning DevOps skills in 2026, you’re facing a critical choice that didn’t exist five years ago: Should you focus on traditional DevOps methodologies or specialize

Cloud Computing
by Devraj Sarkar January 3, 2026
Flutter Training in Kolkata

Flutter and Dart Training in Kolkata

Do you want to build mobile apps? Flutter is the top skill right now. It lets you create apps for both Android and iPhone with one code. This saves time

Flutter and Dart Course in Kolkata
by Devraj Sarkar December 23, 2025
Best AWS Data Analytics Training with Capstone Project In Kolkata

Best AWS Data Analytics Certification Course in Kolkata for Working Professionals

If you’re a working professional in Kolkata, juggling office deadlines, the Metro rush between Howrah and Salt Lake Sector V, and still trying to stay relevant in the fast-changing tech

Data Science
by Devraj Sarkar December 4, 2025
Top Agentic AI Projects in Kolkata

Top 5 Agentic AI Project Ideas for Professionals in Kolkata

The conversation around Artificial Intelligence is evolving in Kolkata. We’re moving beyond tools that simply respond to prompts to systems that can think, plan, and act autonomously. Welcome to the era of Agentic

Artificial Intelligence
by Devraj Sarkar November 28, 2025
agentic ai course for working professionals in Kolkata

Master Agentic AI in Kolkata | AEM Institute

      Master Agentic AI in Kolkata The Ultimate Career Upgrade for Working Professionals Weekend Batches Available Industry Expert Mentors Live Project Training Corporate-Grade Curriculum In the bustling corporate

Azure
by Devraj Sarkar November 27, 2025
Top 25 agentic ai interview questions with answer for 2026

Top 25 agentic ai interview questions with answer for 2026

Agentic AI is more than a simple step forward; in fact, it’s a giant leap for artificial intelligence. We are now leaving behind basic chatbots and pattern-finding models. As a result, we are entering

GenAI
by Devraj Sarkar October 11, 2025
Free Gen AI quiz

Free Gen AI Quiz – 2025

Test your Artificial Intelligence Knowledge Are you ready to challenge your understanding of Generative AI? 🤖💡 AEM Institute is excited to offer a FREE Gen AI Awareness Quiz to help you gauge your

Artificial Intelligence
by Devraj Sarkar August 13, 2025
AI Training in Bangalore

Online AI Training in Bengaluru | Gen AI, LLM & Azure AI

Artificial Intelligence (AI) is transforming every industry, and Bangalore—India’s Silicon Valley—continues to lead the innovation wave. But what if you could access world-class AI training in Bangalore without stepping outside your

AI
by Devraj Sarkar August 12, 2025
RHEL 10 Release – All the New Features and Changes You Need to Know in 2025

RHEL 10 Release – All the New Features and Changes You Need to Know in 2025

Red Hat Enterprise Linux (RHEL) 10 has officially launched, bringing with it a powerful collection of improvements aimed at enterprise, cloud, and hybrid deployments. Unlike a small step forward, this

RHCE
by Devraj Sarkar August 11, 2025
Snowflake Training SnowPro Associate and Core Certifications in Kolkata

Top 25 Snowflake Interview Questions for Freshers in 2025

As Snowflake continues dominating the cloud data warehousing market, freshers need practical knowledge to crack technical interviews. This comprehensive guide covers the 25 most asked Snowflake interview questions with detailed

Data Engineering
by Devraj Sarkar August 8, 2025

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  • Master Agentic AI in Kolkata | AEM Institute

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