Real-Time E-commerce Data Lake with Advanced Analytics

Built a comprehensive data lake architecture that ingests, processes, and analyzes e-commerce data from multiple sources in real-time. The system handles customer behavior, sales transactions, inventory, and social media data to provide business intelligence and ML-ready datasets.

Data Lake: Apache Spark + Iceberg

Orchestration: Apache Airflow

Streaming: Apache Kafka

Storage: AWS S3

Analytics: Spark SQL

Monitoring: Grafana