
Worked on the prefeitura-rio/pipelines_rj_sms repository to overhaul the VitaCare data ingestion pipeline, focusing on production readiness and reliability. Designed an end-to-end workflow that creates a temporary database from backup, executes extraction queries, generates parquet files, and uploads data to the lake. Leveraged Python scripting, SQL, and Docker to automate and orchestrate the process, including setting up a reproducible MSSQL environment for both local and CI runs. Addressed race conditions in SQL execution and improved backup and blob handling. These enhancements increased data quality, timeliness, and maintainability, supporting faster decision-making and streamlined ongoing maintenance for the pipeline.
Monthly summary for 2024-11: On prefeitura-rio/pipelines_rj_sms, delivered a robust VitaCare data ingestion overhaul and prepared the pipeline for production-grade reliability and scale. Implemented end-to-end data flow: create temporary DB from backup, run extraction queries, generate parquet files, and upload to the data lake. Strengthened backup handling, blob processing, and CI/CD automation. Set up MSSQL environment in Docker for consistent local/CI runs and addressed race conditions in SQL execution. These efforts improved data timeliness, quality, and reproducibility, enabling faster decision-making and easier maintenance.
Monthly summary for 2024-11: On prefeitura-rio/pipelines_rj_sms, delivered a robust VitaCare data ingestion overhaul and prepared the pipeline for production-grade reliability and scale. Implemented end-to-end data flow: create temporary DB from backup, run extraction queries, generate parquet files, and upload to the data lake. Strengthened backup handling, blob processing, and CI/CD automation. Set up MSSQL environment in Docker for consistent local/CI runs and addressed race conditions in SQL execution. These efforts improved data timeliness, quality, and reproducibility, enabling faster decision-making and easier maintenance.

Overview of all repositories you've contributed to across your timeline