Data Pipelines Case Study
Data Platform Architect

Data Pipelines

Project Overview

These CDC pipelines extract and replicate transaction logs across database instances. They stream changes directly to analytical warehouses in real time.

Architected data pipelines with automated schema matching, allowing horizontal scalability and robust data warehousing across AWS Redshift and Greenplum clusters.

Data Pipelines Overview Diagram

Technical Actions & Advisory

Guiding scalable data streaming infrastructures:

  • Stream Extraction: Guided the configuration of transaction log extraction adapters to stream edits with zero source database load.
  • Schema Auto-Mapping: Established ETL schemas to dynamically map tables when database attributes edit.
  • Distributed Computations: Directed Apache Spark and AWS Redshift warehousing integration strategies.
Data Pipelines Real-time Flow Diagram