See the work
This is where the stories from the case studies turn into actual systems: the write-ups, the repos, the decisions behind them. Every one of these started the same way, as a bottleneck somebody was quietly absorbing by hand until I decided that had to stop.
Tech Mahindra
An AI ecosystem combining RAG, memory, and MCP to unify automation workflows across 20+ AWS accounts, 10+ Kubernetes clusters, turning reactive ops into proactive, human-governed remediation.
Tech Mahindra
Monitors AWS Direct Connect health, distinguishes a real fiber cut from transient noise, then cuts over to the redundant circuit automatically: no runbook, no on-call wakeup.
PT HM Sampoerna Tbk.
Console-based provisioning migrated to Terraform under a GitOps strategy: one codebase driven by per-environment YAML, standardizing the company's flagship application infrastructure.
PT HM Sampoerna Tbk.
Legacy Jenkins pipelines moved to CloudBees across dev, staging and production, replacing hand-written Jenkinsfiles with a Jinja2-templated standard.
PT Telkom Indonesia Tbk
100+ monolithic EC2 deployments consolidated into a multi-tenant AWS ECS platform, with a Singapore to Jakarta re-architecture and a CI/CD pipeline built to OWASP DevSecOps standards.
PT Telkom Indonesia Tbk
Pre-baked golden images provisioned through Bitbucket CI with Terraform and Ansible, back when every client ran its own EC2 deployment.
Interactive CV with a serverless Claude chatbot. Static frontend on S3/CloudFront, FastAPI on AWS Lambda behind API Gateway via Mangum, API key in SSM Parameter Store, all provisioned with AWS CDK in Python. Deliberately built to demo the same three things it talks about: product, AI, and cloud.
Automated failover for AWS Direct Connect during physical-level network incidents
aws-api-mcp-chatbot-integration PythonPrototype integrating an AWS API MCP server with a messaging application
preprovisioned-magento-on-minikube ShellMagento2 stack on Minikube via Helm: MariaDB, OpenSearch, and Valkey, exposed via Ngrok
tig-stack-routeros-monitoring RouterOSTIG stack with Telegraf HTTP listener monitoring RouterOS devices via webhook
acs-stack-cpe-stats-monitoring JavaScriptGenieACS-based automation and statistics collection for CPE devices
prometheus-blackbox-exporter ShellAPI availability monitoring with Prometheus, Blackbox Exporter, and Grafana
See more on github.com/revawiki.
