With more than 15 years of experience in data systems and structures, expertise lies in enabling organizations to make strategic, evidence-based decisions. Proficiency encompasses the comprehensive design and implementation of Business Intelligence (BI) processes, including objectives definition, data collection, transformation, storage and modeling, report and dashboard development, distribution and access, training and empowerment, monitoring and maintenance, and documentation. The professional background includes diverse sectors such as retail, manufacturing, digital banking, services, solar energy, importation, big data, and healthcare, which enhances capability to provide precise and effective data solutions.