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Loan Collection Platform

High-scale loan collection system processing ~500K daily transactions with asynchronous pipelines, real-time tracking, and pluggable integrations across multiple financial data sources.

Overview

A high-scale loan collection platform managing approximately 382,000 loans with around 500,000 daily transactions. Built for performance, reliability, and operational efficiency at fintech scale.

Key Features

  • Pluggable datasource architecture supporting PostgreSQL, MongoDB, and REST API integrations with configurable field mapping
  • Asynchronous background processing pipelines using Asynq for high-volume data imports and synchronization
  • Automated loan assignment workflows reducing manual operational effort
  • Re-architected reporting systems enabling real-time KPI tracking and collection performance visibility
  • ~80% performance improvement through bottleneck identification and transaction flow optimization