Live · production deploy

Real-time fraud detection
on streaming transactions

An event-driven ML pipeline that scores credit-card transactions for fraud as they stream through Kafka — served on a live dashboard, deployed to Kubernetes via GitOps.

▶ Monitor dashboard About this project Source ↗
// stack — hover or tap to trace it in the pipeline
Kafka Isolation Forest FastAPI Postgres Kubernetes ArgoCD Helm cert-manager
INGESTProducerreplays transactions
STREAMKafkatransactions.raw
SCOREIsolation Forestrisk → scored topic
SERVEQuery APIconsumes scored
persist
Postgres
consumer · SSE
Dashboard
DEPLOYMENT Kubernetes (k3s)· ArgoCD· Helm· cert-manager TLS