Data Platform
AMEX · 2024 – PresentEnterprise Event-Driven Data Platform
Zero-loss, real-time event infrastructure processing enterprise data streams at sub-minute latency.
The problem
Legacy batch pipelines introduced hours of latency between event capture and downstream availability, and failure handling risked silent data loss at enterprise scale.
Impact
- Data latency
- Hours → sub-minute
- Event loss
- Zero-loss processing
- Production DAGs managed
- 70+
Approach
- 1
Built RESTful APIs for inventory, cart, and order management secured with JWT/OAuth2.
- 2
Integrated Stripe and PayPal for multi-method transactions.
- 3
Used Celery and Redis for asynchronous order confirmation, refunds, and inventory updates.
- 4
Shipped an ML-powered recommendation engine driven by browsing and purchase history.
Stack
- GCP
- Pub/Sub
- Dataflow
- Cloud Composer
- Airflow
- BigQuery