jose luis osorio guzman

I am a Cloud Data Engineer who leads technical execution of digital transformation programs, M&A integrations, and legacy system modernizations. I take end-to-end ownership of data pipelines and large-scale migrations to ensure quality, stability, and timely delivery.

I architect and build high-performance ingestion and processing solutions using Scala, Spark, Cobrix, Databricks, and Azure services. I define measurable technical goals for throughput, stability, traceability, and error control, and align SLAs and acceptance criteria with stakeholders.

My notable achievements include redesigning ingestion to improve throughput from approximately 200 MB/hour to ~400 GB/hour and enabling up to 1.5 TB/day processing, modernizing Python/Pandas flows to PySpark with Delta Lake, and productionizing solutions with monitoring, logging, and operational runbooks.

I collaborate closely with functional teams during M&A historical data migrations, delivering ETL processes that preserve referential integrity and meet regulatory timelines while evolving core policy engines and optimizing batch performance and operational stability.