Evolution
Progression by phase
Each stage added a capability to the same goal: measure better, reduce manual work, and deliver reliable information.
Phase 01Business foundation
Marketing and commercial operations
Reading sales, customers, stock, and commercial indicators before the technical layer.
Evidence: Palácio das Baterias, an official Moura distributor: sales KPIs, management reports, and Trade Marketing.
Phase 02Organizational data
Compensation and Budget Management
Consolidation of workforce records, hiring budget, and financial impact analysis.
- Budget
- Workforce analysis
- Management reports
Evidence: Jaboatão dos Guararapes City Hall: salary structures, budget, and compliance.
Phase 03KPIs and dashboards
Public-Sector Data and Business Intelligence
Modeling, DAX measures, and Power BI dashboards to track revenue and fiscal indicators.
Evidence: Jaboatão dos Guararapes Municipal Treasury Department and the Public Revenue Intelligence Platform case.
Phase 04Data and routines
Automation and ETL
SQL queries, Python ETL routines, and dataset standardization to reduce manual consolidation.
Evidence: Python Automation Operational Intelligence
Phase 05Mar 2026 — Oct 2026
People Management Data
Hiring and staffing datasets, workforce KPIs, and management reports for workforce planning.
Evidence: RM Terceirização, assigned to the Municipal Department of Education of Jaboatão dos Guararapes.
Phase 06Current work
Analytics Products and Development
MVP and data-oriented solution development with Next.js, TypeScript, Git, and GitHub.
Evidence: Horizon, a UNIFG extension project, and the case studies published in this portfolio.