I'm a DevOps-focused engineer and M.Sc. Data Science student (Periyar University, 2024–2026) with a strong interest in cloud infrastructure, automation, and MLOps. I build platforms that take ML applications from a GitHub URL to a live, production-ready deployment — fully automated, containerised, and observable.
My work sits at the intersection of infrastructure as code, CI/CD automation, and cloud-native architecture. I don't just deploy apps — I build the platforms that deploy them.
🏗️ Currently working on → ECS Fargate + Terraform IaC for ML Deployment Platform
☁️ Cloud focus → AWS (EC2, ECS Fargate, ALB, RDS, Secrets Manager, ECR)
🔧 Automation passion → Replacing manual workflows with repeatable pipelines
📚 Learning → Terraform modules, GitHub Actions
📍 Based in → Tamil Nadu, India
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One-click ML deployment from GitHub URL to production AWS infrastructure A self-service MLOps platform that eliminates manual server configuration. Enter a GitHub repo URL — the platform provisions EC2, installs Docker, configures NGINX, builds your image, and streams real-time deployment logs to a React dashboard via WebSocket. Architecture highlights:
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Pipeline-as-code with automated testing, PR gating, and deployment Declarative Jenkins pipeline that automates the full build-test-merge-deploy lifecycle for a Flask application. Integrates with the GitHub API to enforce test-gated PR merges — only passing builds reach Key features:
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Windows automation tool for automatic static IP / DHCP switching A background Windows service that detects the active Wi-Fi SSID and automatically switches between static IP and DHCP configurations — no manual network changes needed when moving between networks. Key features:
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Internet
│ HTTP :80
┌─────────────▼──────────────┐
│ Application Load Balancer │ internet-facing · public subnets · 2 AZs
│ Rule 1: /api/* ───► btg (backend :5000)
│ Rule 2: /socket.io/*───► btg (backend :5000)
│ Default: / ───► ftg (frontend :80)
└──────────┬─────────────────┘
│ private subnets
┌──────────────┘──────────────────────┐
▼ ▼
┌───────────────┐ Cloud Map / Service ┌──────────────────┐
│ Frontend ECS │ Connect │ Backend ECS │
│ Nginx :80 │◄─ backend.local:5000 ───►│ Flask/Gunicorn │
│ (ftg) │ │ :5000 (btg) │
└───────────────┘ └────────┬─────────┘
│ :5432
┌────────▼─────────┐
│ RDS PostgreSQL │
│ DB subnet group │
└──────────────────┘
goals = {
"short_term": ["Kubernetes (EKS)", "GitHub Actions advanced workflows", "Monitoring (Prometheus + Grafana)"],
"medium_term": ["AWS Solutions Architect Associate cert", "Helm charts", "Service mesh (Istio)"],
"long_term": ["Platform engineering", "Internal developer platforms", "MLOps at scale"]
}Open to DevOps / Cloud / MLOps internships and entry-level roles