Extensive experience in Data Engineering, designing and implementing complex large-scale Data Pipelines for processing data from various data sources.
Experience in designing, implementing, and optimizing large-scale data pipelines in production tools and technologies listed in the technology stack on the cloud, specifically AWS.
Experience in implementing Data Lake on the cloud using Databricks Delta Lake
Experience in implementing Data Pipelines using the following technology stack:
1. Apache Airflow
2. Apache Spark
3. AWS S3
4. Parquet
5. Delta Lake
Process Logging, Error detection, log monitoring, and batch error recovery
Expert level experience in Data Pipeline Orchestration using Apache Airflow for large scale production deployment
Experience in visualizing data from various tasks in the data pipeline using Apache Zeppelin/Plotly or any other visualization library.
Implementation of custom Airflow Operators, Hooks, and Sensors
Airflow log management and log monitoring using ELK/Grafana
Scalable Elastic deployment architecture and solution for Apache Airflow on the Kubernetes cluster
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