Tapan K.

Are you looking for an AI-powered DevOps / SRE engineer who doesn't just maintain infrastructure - but makes it smarter, self-healing, and cost-optimized? You're in the right place. With 10+ years of hands-on experience in Site Reliability Engineering and DevOps, I have evolved my practice by integrating AI and automation at every layer of the stack. From building MCP (Model Context Protocol) servers that let AI agents manage AWS & Azure resources, to deploying intelligent log monitoring and cost analysis pipelines - I bring a modern, AI-first approach to infrastructure engineering. What Sets Me Apart: AI-Enhanced DevOps I don't just use traditional DevOps tools - I augment them with AI to deliver faster results and deeper insights: MCP Servers for Cloud Automation: I build and deploy Model Context Protocol (MCP) servers that allow AI agents to directly interact with AWS & Azure APIs - automating provisioning, auditing, incident response, and resource management through natural language workflows. Fine-Grained Cloud Auditing & Deep Cost Analysis: AI-driven scripts that continuously scan your cloud accounts, flag unused resources, detect anomalous spending patterns, and generate actionable cost-optimization reports - saving clients 20-40% on monthly cloud bills. AI-Powered Python Automation: Custom Python scripts powered by LLMs that replace tedious manual processes - from auto-generating Terraform modules to intelligent config drift detection and remediation. AI-Powered Log Monitoring & Anomaly Detection: Intelligent observability pipelines that go beyond static thresholds - using AI to detect patterns, predict outages, auto-classify errors, and surface root-cause insights from logs (Loki, ELK, CloudWatch). Helm & Kubernetes with AI Agents: AI-assisted cluster management using agents that monitor pod health, auto-scale workloads, optimize Helm chart configurations, and provide natural-language troubleshooting for K8s issues. Core Technical Skills: 1. Cloud Platforms: AWS (Primary), Azure, Google Cloud, Digital Ocean 2. Databases: RDS, DynamoDB, MongoDB, PostgreSQL 3. IaC & CI/CD: Terraform, Ansible, CloudFormation, GitHub Actions, GitLab CI, Azure DevOps, Jenkins 4. Containers: Docker, ECS Fargate, EKS, Kubernetes, Helm 5. Observability: Grafana, Prometheus, OpenTelemetry, CloudWatch, X-Ray, Loki, ELK, New Relic 6. AI Tooling: MCP Servers, AI-powered Python scripts, LLM-integrated workflows, AI agents for K8s 7. Web/Infra: Nginx, Apache, ALB/NLB, Proxmox, KVM Certifications: AWS Certified Solutions Architect – Associate AWS Certified SysOps Administrator – Associate When you work with me, you get: Fast responses - I value your time Clear communication - structured milestones AI-first mindset - faster, smarter, more cost-effective solutions If any of the above sounds like what you need, let's connect!