01 / The engineer
Site Reliability & Platform Engineer.
I build and operate reliable cloud platforms, combining Azure and Kubernetes expertise with Go and Terraform automation. My experience spans operations across 100+ clusters, certificate lifecycle automation, observability, and disaster recovery.
My work has helped reduce certificate-related incidents by approximately 80% and mean time to recovery by approximately 35%. CKA- and CKAD-certified, I focus on practical engineering that reduces operational toil, strengthens recovery, and gives teams confidence in production.
02 / Selected impact
Outcomes from production work.
Selected results from platform engineering, reliability, and operations roles.
- ~80%
- Fewer certificate incidentsThrough certificate lifecycle automation.
- 30+
- Azure subscriptionsSupported by quota management APIs.
- ~35%
- Faster recoveryLower mean time to recovery through incident response and automation.
- 100+
- Kubernetes clustersAcross scaled platform operations.
03 / Experience
Experience in production.
Microsoft · Nuance · Coredge.io · Nutrino Tech
Selected responsibilities and measurable contributions. Expand a role for the full details.
MicrosoftSoftware Engineer 2Aug 2023 - PresentView contributionsHide contributions
Designing and operating distributed Azure infrastructure, production AKS platforms, certificate lifecycle automation, and centralized observability.
Selected contributions
- Architected a zero-downtime certificate lifecycle platform using Azure Key Vault, Managed Identity, and automated workflows, reducing certificate-related incidents by approximately 80%.
- Designed an Azure quota management system and supporting APIs for 30+ subscriptions, reducing resource conflicts by approximately 25%.
- Led AKS platform rollouts covering networking, DNS, node pools, bootstrap services, Helm deployments, and production readiness.
- Improved MTTR by approximately 35% through incident response, root-cause analysis, operational runbooks, and automated remediation.
- Built centralized observability with Prometheus, Grafana, Azure Monitor, and Azure Log Analytics, reducing detection time by approximately 40%.
- Developed Go and Python automation integrated with Azure CLI and PowerShell, reducing repetitive work by approximately 50% and deployment failures by 20%.
Nuance Communications (Microsoft)Site Reliability EngineerJul 2022 - Aug 2023View contributionsHide contributions
Secure CI/CD, infrastructure provisioning, production incident response, and service reliability for cloud-native applications.
Selected contributions
- Maintained secure CI/CD platforms and deployment validation, automated testing, and security gates, reducing deployment errors by approximately 30%.
- Automated configuration and provisioning with Ansible, ARM Templates, and Infrastructure as Code, reducing environment deployment time by approximately 25%.
- Led migration of Azure NSG associations from VM-level to subnet-level using Bicep and Azure DevOps CI/CD.
- Used Azure Monitor and Log Analytics to identify reliability risks, reducing production incidents by approximately 25%.
- Built Prometheus-based SLI/SLO dashboards and Grafana alerts for availability, latency, error rates, and error-budget consumption.
- Led incident response and root-cause analysis, reducing average resolution time by approximately 20%.
Coredge.ioDevOps EngineerDec 2021 - Jun 2022View contributionsHide contributions
Multi-tenant Kubernetes platforms, API-driven disaster recovery, observability, and repeatable cluster operations.
Selected contributions
- Designed, deployed, and operated multi-tenant Kubernetes platforms while maintaining 99.9% availability.
- Built a Python Flask REST API to automate Velero backup and restore operations.
- Built Prometheus and Grafana monitoring and alerting, reducing detection time from 25 minutes to under 5 minutes.
- Automated cluster operations, deployments, and maintenance with Terraform and GitLab CI/CD, reducing manual effort by 40%.
- Diagnosed failures across networking, storage, and Kubernetes scheduling while maintaining SLA commitments.
Nutrino Tech SystemsSite Reliability EngineerOct 2019 - Dec 2021View contributionsHide contributions
Application delivery, containerization, production monitoring, and automated operational workflows.
Selected contributions
- Built Azure DevOps CI/CD platforms for containerized microservices, reducing deployment cycle times by approximately 50%.
- Containerized workloads with Docker, increasing release frequency by approximately 5x.
- Integrated AppDynamics monitoring into production environments.
- Automated workflows with Bash, ARM Templates, and Kubeadm, reducing manual setup time by approximately 40%.
Employer marks identify this work history; they do not imply sponsorship or endorsement. Sources and trademark notices.
Technical toolkit
Grouped by purpose, not proficiency
Languages & shells
- Go
- Python
- Bash
- PowerShell
Cloud & containers
- Azure
- Kubernetes
- AKS
- Docker
- Linux
Infrastructure & delivery
- Terraform
- Bicep
- Ansible
- Helm
- CI/CD
Networking & transport
- TCP/IP
- DNS
- TLS
Observability
- Prometheus
- Grafana
- Azure Monitor
Reliability & recovery
- Velero
- Incident response
- Capacity planning
- Disaster recovery
Certifications
5 credentials in cloud and platform engineering.
- AZ-900
Microsoft Certified: Azure Fundamentals
- CKA
Certified Kubernetes Administrator
- CKAD
Certified Kubernetes Application Developer
- KCSA
Kubernetes and Cloud Native Security Associate
- KCNA
Kubernetes and Cloud Native Associate
Education
2019
Bachelor of Engineering, Computer Engineering
Savitribai Phule Pune University
The engineering shelf
Books for thinking in systems.
A reference shelf on infrastructure, operations, and the foundations of software. Links lead only to authorized, freely readable books.

Site Reliability Engineering
1st editionRead for free
The Site Reliability Workbook
1st editionRead for free
Designing Data-Intensive Applications
1st edition
Terraform: Up & Running
2nd edition
Kubernetes: Up & Running
1st edition
Cracking the Coding Interview
6th editionBibliographic cover thumbnails via Open Library Covers. Cover rights belong to their respective publishers.
04 / Featured project
Beacon
Endpoint Reliability Platform
A Go service that watches DNS, TCP, TLS and certificate expiry, shipped as a signed image into a Terraform-provisioned cluster by GitOps, then judged by its own SLOs.
- Go
- Docker
- Kubernetes
- Terraform
- Argo CD
- Prometheus
05 / Keep learning
Keep a place for curiosity.
A reference shelf, an open learning workspace, and a different view of the day.
06 / Say hello
Let's talk engineering.
An engineering question, a thought on reliability, or just a hello — email is a simple place to start.
pruthvirajs2007@outlook.comFind me on LinkedIn