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MongoDB to PostgreSQL Migration

Client
Backend

Overview

A zero-downtime database migration from MongoDB to PostgreSQL for a healthcare platform. Features two-way real-time data synchronization between both systems during migration, optimized PostgreSQL queries with custom indexes, and a redesigned API architecture. The migration reduced operational costs by 30%+ while maintaining continuous service availability and improving query performance.

Project Details

Situation

The platform was running on MongoDB, which was causing high operational costs and performance issues. The healthcare platform needed better query performance, more reliable data consistency, and reduced operational expenses to scale effectively. Additionally, the platform was adding new monitoring integrations which required a more robust data layer.

Task

I was given complete end-to-end ownership to orchestrate a complete platform database migration from MongoDB to PostgreSQL, ensuring zero downtime and maintaining system reliability throughout the process.

Action

I designed a zero-downtime migration strategy and implemented two-way real-time data synchronization between MongoDB and PostgreSQL, maintaining both systems running simultaneously during migration. I designed and implemented a new API architecture, optimized backend API responses and database queries, and optimized PostgreSQL queries with custom indexes and query analysis. I retired legacy services after successful migration.

Takeaway

This project taught me the importance of careful migration planning and real-time synchronization strategies. The zero-downtime approach required extensive testing and careful coordination, but was essential for a healthcare platform where availability is critical.

Results & Impact

Reduced operational costs by 30%+, improved query performance significantly, and created a more reliable platform. Reporting became easier and dashboard data queries became less complex, enabling faster analytics delivery. The migration was completed with zero downtime, ensuring continuous service for healthcare users.

Key Outcomes

Reduced operational costs by 30%+ through database migration

Improved query performance significantly with optimized PostgreSQL queries

Created more reliable platform with better data consistency

Simplified reporting and dashboard data queries

Enabled faster analytics delivery

Zero-downtime migration ensuring continuous service

New API architecture with optimized responses

Project Info

Start

2021

End

2022

Duration

1 year, 1 month

Tech

7 used

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