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Data Platform
AMEX · 2024 – Present

Enterprise 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. 1

    Built RESTful APIs for inventory, cart, and order management secured with JWT/OAuth2.

  2. 2

    Integrated Stripe and PayPal for multi-method transactions.

  3. 3

    Used Celery and Redis for asynchronous order confirmation, refunds, and inventory updates.

  4. 4

    Shipped an ML-powered recommendation engine driven by browsing and purchase history.

Stack

  • GCP
  • Pub/Sub
  • Dataflow
  • Cloud Composer
  • Airflow
  • BigQuery