Cloud 2
Backend 1
Frontend 1
AI 2
Kakao Tech Bootcamp team project. Built and evolved the entire cloud infrastructure from a single VM to a fully orchestrated Kubernetes environment on AWS EKS with GitOps-based CI/CD pipeline.
3 Phases
Architecture Evolution
PM2 → Docker → EKS
GitOps
CI/CD Pipeline
GitHub Actions + ArgoCD
vLLM
AI Model Serving
Gemma 3B/4B on GPU
What I Did
Architecture: v1 → v2 → v3
PM2 → Docker + CI/CD → EKS + ArgoCD
GitOps CI/CD & IaC
GitHub Actions + ArgoCD + Helm + Terraform
AI & Messaging Infra
vLLM + Redis + Kafka on EKS
Monitoring & Load Testing
K6 + SigNoz + Netdata
Troubleshooting
Scanning Attack → Private Subnet + WireGuard
.env probe detected via Netdata → migrated to private subnet, zero incidents after
Key Features
Category-based group filtering and keyword search
AI auto-generates group descriptions, tags, and curriculum
Conversational AI chatbot recommends groups based on interests
