MCP Infrastructure Server
An MCP server that gives AI agents structured access to AWS infrastructure — spinning up EC2 instances, managing S3 buckets, querying CloudWatch metrics, and triggering deployments through natural language.
Hello, I'm
Specializing in AI-powered infrastructure, Model Context Protocol (MCP), and cloud-native automation.
Building secure, scalable cloud-native platforms through automation, DevSecOps, and Platform Engineering.
Projects Delivered



I'm a Senior Cloud DevOps Engineer with deep expertise in designing, building, and automating cloud infrastructure at scale. My focus is on the intersection of AI, DevOps, and the Model Context Protocol (MCP) — enabling intelligent systems to interact with cloud resources seamlessly.
I architect CI/CD pipelines, manage Kubernetes clusters, implement Infrastructure as Code, and integrate AI-driven tooling into engineering workflows. With MCP, I build context-aware AI agents that can provision, monitor, and optimize infrastructure autonomously.
My mission is to make cloud operations smarter, faster, and more resilient through the power of AI and modern protocol standards.
Multi-cloud architecture, IaC (Terraform, Pulumi), GitOps, and production-grade Kubernetes orchestration.
Building AI-powered DevOps workflows — from intelligent monitoring to automated incident response and self-healing systems.
Designing MCP servers and tools that give AI agents safe, structured access to cloud infrastructure and DevOps operations.
A comprehensive toolkit spanning cloud infrastructure, DevOps automation, AI integration, and the Model Context Protocol.
CloudTechner · Full-time
Hybrid
Leading cloud infrastructure and DevOps initiatives with a focus on AI-powered automation, MCP server development, and scalable multi-cloud architecture.
Quokka Labs · Full-time
Noida, Uttar Pradesh, India · Hybrid
Drove DevOps transformation and cloud-native migration across multiple product teams. Established CI/CD standards and Infrastructure as Code practices.
OpsTree Solutions · Full-time
Noida, Uttar Pradesh, India · Remote
Managed site reliability for distributed systems, automated cloud operations, and built comprehensive monitoring and observability solutions.
Hitachi · Full-time
Led technical infrastructure delivery and support team, overseeing production environments and ensuring service reliability for enterprise clients.
IP Solutions Technologies · Internship
Remote
Gained foundational DevOps experience in containerization, automation scripting, and cloud platform administration.
Recognized for consistently delivering high-quality solutions and driving innovation.
CloudTechner — H2, 2025
Rewards and Recognition Program — for consistently exceeding expectations with work and setting standards with high quality solutions.
CloudTechner — Engineer's Week 2026
Certificate of Achievement — Team Cloud Avengers. Recognized for outstanding innovation and emerging as the winner in "CT Shark Tank" held during Engineer's Week 2026.
Building at the intersection of DevOps, AI, and MCP — creating intelligent systems that manage themselves.
An MCP server that gives AI agents structured access to AWS infrastructure — spinning up EC2 instances, managing S3 buckets, querying CloudWatch metrics, and triggering deployments through natural language.
Intelligent incident detection and response system that uses LLMs to analyze alerts, correlate issues across services, and execute automated runbooks with human-in-the-loop approval.
A self-service platform enabling developers to deploy microservices with a single PR. ArgoCD-based GitOps with automatic environment provisioning and progressive delivery.
AI agent that continuously analyzes cloud spending, identifies waste, and recommends or auto-applies optimizations — saving 40% on monthly cloud bills.
Predictive autoscaling for Kubernetes workloads using ML models trained on historical traffic patterns. Scales proactively rather than reactively.
MCP server providing AI agents with organizational DevOps context — runbooks, architecture docs, deployment procedures — enabling context-aware assistance.
Thoughts on Cloud DevOps, AI, MCP, and building intelligent infrastructure.

Deploy a highly available Vault cluster with Raft storage, KMS auto-unseal, TLS, and automatic leader election across 3 AZs.
Dynamic Secrets for MySQL
Install Vault, configure dynamic credentials for AWS RDS MySQL, and integrate into a Python FastAPI backend — no more static passwords.
Website Down Detection & Notification
Configure Grafana alerting with PagerDuty integration to get notified instantly when your website goes down.

Connect Amazon Q to EKS clusters via MCP and troubleshoot production Kubernetes issues using natural language.
Artifact Management
Install and configure Sonatype Nexus Repository Manager — Docker registry, npm proxy, Maven hosting.

Deploy a self-hosted VPN server using Pritunl — MongoDB setup, user management, and encrypted connections.
Architecture Generation
Generate professional AWS architecture diagrams through natural language using Q Developer and MCP.
Interested in AI-powered DevOps, MCP integrations, or cloud architecture? I'd love to hear from you.
Currently exploring roles in AI-augmented platform engineering, MCP ecosystem development, and cloud-native consulting. Let's build the future of intelligent infrastructure together.