Designed and implemented scalable cloud data products, defined conceptual/logical/physical data models, built distributed processing pipelines, data lakes, warehouses, and IaC. Strengthened DataOps with testing, monitoring, containerization, governance, and security.

Led Data Mesh architecture for clients like Nequi, implementing scalable cloud data products on AWS, defining data models, distributed pipelines, and DataOps practices.

Architected data solutions for tax collection and taxpayer location, focusing on data management and governance. Led team in developing architecture, pipelines, and deployment automation.

Designed data architecture for nationwide tax management, led data team, built pipelines and IaC for compliance and governance.

Created and maintained batch/streaming pipelines, developed data storage/access solutions, and supported machine learning analysis and modeling.

Implemented scalable data architecture, batch and streaming pipelines, and collaborated with analytics teams for ML support.