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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.
Data Science vs Data Engineering

Data Science vs Data Engineering: Key Differences You Must Know

In today’s digital landscape, businesses heavily rely on data to drive growth, innovation, and strategic decisions. Two crucial roles making this possible are data scientists and data engineers. While they

Data Science
by Devraj Sarkar May 7, 2025
AI-102 Training in Kolkata

Best AI Training in Kolkata: Build Your Future with Azure AI Certifications at AEM Institute

Artificial Intelligence (AI) is rapidly reshaping industries across the globe, and Kolkata is no exception. As the demand for AI professionals grows in the region, more students and working professionals

AI
by Devraj Sarkar April 13, 2025

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Recent Posts

  • Top Generative AI Courses in Kolkata for Non-IT professionals by AEM Institute
  • 25 Advanced Agentic AI Interview Questions for 2026 with answer – updated February 2026
  • Best Artificial Intelligence Course for finance professionals in Kolkata
  • AI Productivity & Digital Efficiency Professional Course in Kolkata
  • Cloud or Chaos? A Career Counsel for Kolkata’s IT Freshers and Professionals (2026)

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