Performance Indicators
Numbers don't lie. Here's how I measure success — through uptime, speed, cost savings, and the tools that make it all happen.
My Stack in Production
Cloud
AWS is my primary cloud — GCP for supplementary workloads, Azure for exploratory and PoC work.
CI/CD
End-to-end automated pipelines from code commit to production deployment with rollback capabilities.
Infrastructure as Code
All infrastructure defined as code — repeatable, version-controlled, and auditable deployments.
Containers & Orchestration
Containerized workloads on ECS Fargate and EKS for services, AWS Batch for scheduled and batch jobs.
Security & Compliance
Set up AWS infrastructure to meet ISO 27001 certification requirements with continuous compliance monitoring.
Monitoring
Signoz + CloudWatch in production. LGTM stack (Loki, Grafana, Tempo, Mimir) for hobby and exploration.
Databases
Production database management including replication, migration, optimization, and cross-account moves.
DevOps Performance (DORA)
Deployment Frequency
Multiple deployments per day across microservices via GitLab CI and AWS CodePipeline.
Lead Time for Changes
From code merge to production deployment, fully automated with quality gates.
Change Failure Rate
Automated testing, staging environments, and canary deployments keep failures minimal.
Mean Time to Recovery
Automated rollbacks, comprehensive monitoring with Signoz, and runbook-driven incident response.
Impact Timeline
Cross-Account AWS Migration
Led enterprise-level migration to a new AWS account including RDS MySQL replication with near-zero downtime cutover strategy.
AI/ML Production Deployment
Built and deployed AI-powered automation solutions into production business workflows.
ISO 27001 AWS Infrastructure
Configured entire AWS environment for ISO 27001 certification using AWS Config rules and Security Hub for continuous compliance monitoring.
Autoscaling Microservices Platform
Deployed highly available auto-scaling cluster on ECS Fargate and EKS supporting 100+ microservices.
CI/CD Pipeline Transformation
Replaced 2-hour manual deployments with fully automated 15-minute pipelines using GitLab CI and AWS CodePipeline.
Observability Stack Setup
Implemented Signoz for production monitoring and CloudWatch for infrastructure metrics. Explored LGTM stack for advanced observability patterns.
Certifications & Compliance
AWS Solutions Architect Associate
Amazon Web Services · 2024
ISO 27001 Infrastructure Setup
Configured AWS environment for ISO 27001 compliance using AWS Config & Security Hub
Language Proficiency
JLPT N3
Japanese Language Proficiency Test · Intermediate Level
TOEFL iBT
Test of English as a Foreign Language · Score 80