{"repo":"phuchoang2603/realtime-credit-card-fraud-detection","free":true,"listed":false,"github":"https://github.com/phuchoang2603/realtime-credit-card-fraud-detection","clone":"git clone https://github.com/phuchoang2603/realtime-credit-card-fraud-detection.git","description":"Scalable Realtime Credit Card Fraud Detection (CCFD) system","language":"Go Template","stars":78,"topics":["alloy","argocd","grafana","kubernetes","loki","tempo","terraform","traefik"],"license":null,"category":"deployment-docker-iac","readme_excerpt":"Scalable Real-Time Credit Card Fraud Detection System This repository contains a complete end-to-end system for real-time credit card fraud detection, including data analysis notebooks, a machine learning API, and infrastructure-as-code for cloud deployment. The system is designed with a modern, observable, and scalable architecture. Table of Contents - Scalable Real-Time Credit Card Fraud Detection System - Table of Contents - Demo Video - Repository Structure - System Architecture - Installation and Usage - Local Deployment with Docker Compose - Local Deployment with Kubernetes (on Proxmox) - Cloud Deployment on GKE with Terraform & GitOps - CI/CD Pipeline - Continuous Integration & Testing - Continuous Deployment Demo Video Watch a brief overview and demo of the system in action: Repository Structure The repository is organized into distinct directories, each serving a specific purpose. System Architecture The system is designed to run in two primary environments: locally via Docker Compose for development and on Google Kubernetes Engine (GKE) for production, managed via a GitOps workflow. - Fraud Detection API : A FastAPI server that exposes a prediction endpoint. It is instrumented with OpenTelemetry for collecting metrics, logs, and traces. - Client Simulator : A Python script that continuously sends transaction data to the API to simulate real-world traffic. - Observability Stack : - Alloy : The collector agent that gathers telemetry data from the API and host environm","default_branch":null,"files":null,"tree":[],"storefront":"/r/phuchoang2603","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/phuchoang2603/realtime-credit-card-fraud-detection/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}