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Identity Resolution Platform
High-throughput identity resolution system scaling 4x while reducing infrastructure costs by 30%.
Overview
Challenge
Adara's identity resolution system couldn't keep up with growing data volumes — stuck at 5K writes/sec with rising infrastructure costs as the company scaled to 200+ enterprise partners.
Solution
Re-architected the system using Python and Cloud Pub/Sub for event-driven processing. Built data pipelines processing 5TB+ daily via BigQuery and PostgreSQL. Created reusable microservice templates.
Impact
Scaled throughput 4x (5K to 20K+ writes/sec) while cutting infrastructure costs by 30%. Reduced new service bootstrap time from 2 weeks to 2 days with company-wide template adoption.
Tech Stack
PythonFlaskBigQueryPostgreSQLCloud Pub/SubApache AirflowAuth0
Key Metrics
- 4x throughput increase (5K to 20K+ writes/sec)
- 30% infrastructure cost reduction
- 5TB+ daily data processing
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