I’m a Cloud, DevOps, and MLOps Engineer who loves building scalable systems, automating workflows, and deploying ML models into real-world environments. I enjoy solving problems across AWS, CI/CD, Kubernetes, Docker, MLOps pipelines, and backend automation.

A tech enthusiast with hands-on experience in:

• Designing AWS cloud architectures (EC2, VPC, RDS, Lambda, EKS, Load Balancers)
• Building CI/CD pipelines for automated deployments
• Containerizing applications with Docker & Kubernetes
• Automating ML workflows using MLflow, DVC, FastAPI, and AWS
• Deploying real-world ML applications with monitoring & observability

My goal is to combine DevOps + MLOps + Cloud to create systems that are production-ready, reliable, and scalable.

🟢 Active Project — EduTrack Pro Infrastructure Automation

Description:
I’m currently building the entire cloud infrastructure for my EduTrack Pro (Student Admin Panel) project using Terraform + GitHub Actions CI/CD. The goal is to make the application fully automated, production-ready, and scalable.

• 🏗️ Writing Terraform modules for VPC, EC2, Load Balancers, RDS, Security Groups
• 🚀 Creating GitHub Actions CI/CD to run Terraform fmt → init → validate → plan → apply
• 🔄 Designing a multi-pipeline workflow
  • Pipeline 1 → Deploy Infrastructure (Terraform)
  • Pipeline 2 → Deploy Backend & Frontend apps
• 🔐 Setting up environment variables, secrets & secure state management
• 📦 Building deployment-ready backend (Spring Boot) & frontend (Streamlit)

🔗 Repo: https://github.com/Swinalwaghmare/student-admin-panel

🟢 Completed Project — CI-CD-Pipeline-Visualizer

Description: I have completed the CI/CD Pipeline Visualizer – Event-Driven GitOps Deployment project, showcasing a real-world GitOps-based CI/CD workflow for a containerized frontend application.

• 🐳 Built and released Docker images manually for controlled, cost-efficient deployments
• 🔔 Implemented event-driven automation using Docker Hub webhooks with a secure proxy
• 🔄 Updated Helm values.yaml via GitHub Actions, keeping Git as the single source of truth
• 📦 Managed deployments declaratively using Helm charts
• 🚀 Enabled automatic Kubernetes deployments through ArgoCD
• 🔐 Designed a secure, cloud-agnostic pipeline compatible with restricted environments This project demonstrates practical expertise in GitOps, CI/CD automation, Helm, Kubernetes, and secure deployment workflows. 🔗 Repo: https://github.com/Swinalwaghmare/CI-CD-Pipeline-Visualizer

📩 Email: swinalwaghmare@gmail.com
🔗 LinkedIn: https://www.linkedin.com/in/swinalwaghmare
🐙 GitHub: https://github.com/SwinalWaghmare
🐦 Twitter: https://x.com/waghmare_swinal
📝 Medium: [https://medium.com/@swinalwaghmare]