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Retail customer behaviour analyzing platform for multiple banking, includes micro-services and web frontendt

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Bank Customer Platform Monorepo

This repository hosts all microservices and the web frontend for the "Hibersoft MS Bank Customer Platform". The platform is designed to ingest raw banking data, model customer behavior using high-performance batch processing, analyze the results with GPU acceleration, and visualize the outcomes.

Project Structure

This is a monorepo containing multiple independent projects:

Service Name Description Language/Framework Status
data-modeling-service Ingests raw transaction data, stages it, enriches it, and loads final facts into the data warehouse. Java/Spring Boot/Batch Functional
data-generation-service Generates simulated raw data for testing the ingestion pipeline. Java/Spring Boot/JPA In Development
data-analytics-service High-performance service for querying the data warehouse and generating insights. Java/Spring Boot/JPA Planned
data-engineering-portal React/Next.js frontend for visualization and administration. JavaScript/React Planned

Getting Started (Local Development with Docker)

To run the entire platform locally, you must have Docker and Docker Compose installed.

Prerequisites

  1. Build the Docker Images: Navigate to each service directory (data-modeling-service, data-generation-service once built) and run the Spring Boot build command: bash

    ./gradlew bootBuildImage
    
  2. Ensure Docker Login: Make sure you are logged into Docker Hub: docker login

Deployment

From the root of this monorepo, deploy the entire stack using docker-compose:

bash

docker compose up -d

Endpoints (Data Modelling Service)

The Data Modelling service is available at http://localhost:8080.

Endpoint Method Description Example URL
/api/v1/ingestion/start/{bankId} POST Triggers the data ingestion job for a specific bank. http://localhost:8080/api/v1/ingestion/start/BANK_A
/actuator/health GET Health check for the service. http://localhost:8080/actuator/health

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Retail customer behaviour analyzing platform for multiple banking, includes micro-services and web frontendt

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