Led data initiatives during cloud migration from AWS to Oracle, audited data quality/volume, and achieved 50% cost reduction. Developed real-time observability systems using Grafana, Prometheus, and Loki. Automated business reporting with Python and implemented data visualization ecosystems using Apache Superset. Managed monitoring and analysis of client requirements across Latin America.

Conducted analytical time-and-motion studies to maximize staff performance and minimize production downtime. Restructured operational processes to reduce bottlenecks and improve efficiency. Contributed to labor safety practices and drove human-resource cost reductions through strategic data analysis.