Building efficient,high-performing data architectures/Pipelines.
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About this service
Summary
I offer comprehensive data migration and optimization services, leveraging AWS, Airflow, Spark/Databricks, and Redshift to transform your data infrastructure into a scalable, high-performing system. My unique blend of expertise in cloud technologies and proven success in delivering efficient ETL pipelines and advanced analytics setups ensures that your data systems are future-ready and optimized for performance. Let's elevate your data capabilities to new heights.
Process
Initial Consultation and Assessment: Assess current infrastructure and define project scope.
Planning and Strategy Development: Create a project plan and design data architecture.
Data Extraction and Loading: Implement Airflow DAGs for loading data from SQL Server to S3.
Data Transformation: Trigger Spark/Databricks jobs with Airflow and process data.
Data Loading to Redshift: Use Airflow to load processed and raw data from S3 to Redshift.
Data Aggregation and Transformation in Redshift: Aggregate and transform data in Redshift with Airflow.
Analytics and Reporting Setup: Configure Athena for ad-hoc analytics and Power BI for reporting.
Performance Optimization: Fine-tune the data pipeline for efficiency and scalability.
Training and Documentation: Provide comprehensive training and detailed documentation.
Go-Live and Support: Conduct final testing, go live, and offer ongoing support.
What's included
Key Deliverables for a Future-Ready Data Infrastructure
Optimized ETL Pipelines: Efficient and reliable ETL processes for streamlined data handling. Cloud Data Migration: Seamless migration of on-premises data systems to the cloud. Data Warehouse Setup: Implementation of a robust, scalable data warehouse. Data Transformation Scripts: Scripts for data transformations using Spark, Databricks, and DBT. Analytics and Reporting Setup: Configuration of tools like Athena and Power BI for advanced analytics. Performance Optimization: Enhanced data system performance and scalability. Training and Documentation: Comprehensive training and detailed documentation for your team.
Skills and tools
Industries
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