Top 25 scenario-based Docker interview questions and answers
Are you a DevOps professional in Kolkata preparing for your next big career move? Or perhaps you’re an interviewer in the bustling IT hubs of Salt Lake, New Town, or
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.
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Kickstart your Azure DevOps career with this comprehensive guide to the most frequently asked interview questions and answers for freshers in 2025. Learn core concepts like CI/CD, pipelines, version control, and security best practices. Whether you’re just starting out or preparing for your first DevOps role, this article offers clear explanations, real-world insights, and actionable tips to help you succeed. Plus, discover why AEM Institute is the leading Azure DevOps training provider in Kolkata, Bengaluru, Pune, Gurgaon, and Noida.