A year into DevOps, and already living in the layer between code and the servers that run it.
I'm an Associate Engineer on the DevOps & Cloud team at Consilio, based in Bangalore. Most days I'm somewhere between a Jenkins pipeline, an EKS cluster, and a Terraform plan — making sure what a developer pushes is what actually ends up running.
Outside of my day job I build AECHO, an infrastructure intelligence project, and I teach IT career fundamentals in Marathi to an audience back home.
- Based in
- Bangalore, India
- Currently
- Associate Engineer, Consilio
- Focus
- Cloud infra, CI/CD, automation
- Also building
- AECHO — AI infra OS
What I reach for
The tools I use to get a change from a developer's laptop into something running safely in production.
Cloud
- AWS — EC2, ECS, EKS, IAM, Load Balancers
- Azure fundamentals
Containers & orchestration
- Docker
- Kubernetes
Delivery
- Jenkins
- GitHub Actions
Infrastructure as code
- Terraform
- Bash scripting
Where I've been building
2025 — Present
Associate Engineer, DevOps & Cloud
Consilio India Private Limited · Bangalore
Working across the deployment pipeline — provisioning and managing AWS infrastructure, building and maintaining Jenkins pipelines, containerizing services with Docker, and running workloads on Kubernetes. Terraform and Bash tie the rest together.
Building AECHO
An AI infrastructure operating system — one control plane to deploy, validate, operate, and optimize infrastructure across cloud, Kubernetes, GPUs, and MLOps.
The problem I kept running into: every layer of AI infrastructure — cloud, Kubernetes, GPUs, observability, cost — is its own tool with its own mental model, and the failures live in the gaps between them. AECHO is my attempt at a shared understanding layer: it reasons across the dependency graph instead of showing another disconnected dashboard.
Early-stage, in active development.
aecho.in →Teaching what I wish someone had told me
Alongside engineering, I run JayMarathi Career on Instagram — IT career guidance in Marathi, for people navigating the same questions I had when I was starting out: what to learn, how to break in, what actually matters on the job.
Say hello
Open to DevOps and Cloud Engineering roles, and happy to talk infrastructure, AECHO, or the Marathi IT career content.