hover a container · drag one out · it heals itself
DevOps & MLOps engineer who designs what he ships.
Open to Platform / MLOps roles · taking select design-build-deploy projects · Jaipur, India
A blogging platform I designed, built and ran on AWS, then rebuilt as a Kubernetes platform.
EC2 → EKSsame app, two platforms
A race-engineer chatbot for Formula 1 questions: retrieval over my own sources, web search when they run dry.
21GB → ~5GBDocker image, same features
A Chrome extension that reads a YouTube video’s comments and tells you how the audience feels.
85.3%accuracy, 84.9% F1
Incident management that turns an alert storm into one incident, and won’t close it until someone writes down why.
110 → 1signals in, one incident out
User flows, wireframes and an interface that feels considered, not assembled.
Figma · design tokens
A typed frontend and an API that is boring in the good way.
Next.js · Node · PostgreSQL · Redis
Infrastructure as code, CI with security gates, releases you can repeat.
Terraform · Docker · GitHub Actions · AWS
Metrics, logs and alerts, so you hear about a problem before your users do.
Prometheus · Grafana · Loki
I’m Aswin, a DevOps and MLOps engineer in Jaipur. I came to infrastructure from the other end: UI design at MQDC, then a year at RAD Techno building React components on a shared design-token system.
Since 2025 I’ve worked on everything after the build: Terraform, Kubernetes, CI pipelines with security gates, and Penwave, which I ran on EC2 before rebuilding it on EKS with ArgoCD. I still design what I ship.
Away from a terminal I take photographs, mostly black and white, mostly buildings. I also watch far too much Formula 1.
Small products and MVPs, designed, built and deployed. Tell me what it is, who it’s for and when you need it.