
Thiago Felipe overhauled the VitaCare data ingestion pipeline for the prefeitura-rio/pipelines_rj_sms repository, focusing on production-grade reliability and scalability. He engineered an end-to-end data flow that creates a temporary MSSQL database from backup, executes extraction queries, generates parquet files, and uploads them to a cloud data lake. Using Python, SQL, and Docker, Thiago strengthened backup and blob handling, automated CI/CD with GitHub Actions, and resolved race conditions in SQL execution. His work improved data quality, timeliness, and reproducibility, enabling faster data-driven decisions and easier maintenance, and established a robust foundation for ongoing data engineering and orchestration efforts.

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.
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