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Data Migration pipeline for a Healthcare Organisation

DATA PIPELINE | DATABASE MIGRATION | HEALTH CARE
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Developed and automated a data pipeline system to migrate data from different source to target to generate reports.

Solution

  • The pipeline was built to stream data from on-prem to cloud
  • Pipeline deployment is automated in a way that when a change is needed in any of the cloud service, code change in the git will update the services through CICD process
  • Adding data sources to the pipeline is also automated. Adding the data source to the config file is all we need to do
  • Built auditing, notifications and alerting system for the pipeline and for ETL process
  • Loading the data incrementally from data lake to target tables

Key Features

  • CloudFormation for AWS services.
  • Automation for adding data sources.
  • Near real time data sync.
  • Notifications & Alerts.
Key Metrics
90%

NEAR REALTIME DATA SYNC

99%

 REDUCTION IN UNEXPECTED

DOWNTIME OF PIPELINE

2X

 FASTER ETL RUNS

70%

COST REDUCTION WITH INCREMENTAL PROCESS

Technology Stack