Best DevOps Training in Kolkata | Free DevOps Tutorials
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.
Introduction to Persistent Volumes (PVs) In Kubernetes, managing storage is a critical aspect of running stateful applications. Unlike stateless applications, stateful applications require persistent storage to retain data beyond the
Kubernetes is a powerful container orchestration platform that manages containerized applications across clusters of machines. At its core, Kubernetes operates using declarative resource definitions, which describe the desired state of the
Docker networking is a fundamental aspect of containerization that enables communication between containers, hosts, and external systems. It provides a flexible and scalable way to manage how containers interact while ensuring isolation
Supervised learning is a foundational approach in machine learning where models learn from labeled data to make predictions or classifications. It powers many real-world applications, from spam detection to medical diagnosis. Unlike
Introduction Machine Learning (ML) is revolutionizing industries by enabling computers to learn from data and make decisions without explicit programming. From personalized recommendations to self-driving cars, ML is everywhere. But
A DevOps Engineer plays a pivotal role in bridging the gap between software development and IT operations, ensuring seamless collaboration and automation across the software delivery lifecycle. Their daily tasks
In the rapidly growing IT industry in Kolkata, Linux skills are in high demand, making it one of the most promising career paths for freshers. As Linux continues to be
Amazon Web Services (AWS) offers a variety of container services to meet diverse application needs. Amazon Elastic Container Service (ECS) provides a scalable and high-performance container orchestration service. Amazon Elastic
Unlock Your Potential with Senior and Lead Data Engineer Roles in Bangalore Are you ready to advance your career in data engineering? We’re hiring Senior Data Engineers and Lead Data
Comprehensive Guide to Cloud Data Fusion in GCP Introduction to Cloud Data Fusion Cloud Data Fusion is a fully managed, cloud-native data integration service offered by Google Cloud Platform (GCP).