Lead data mining, analysis, and visualization initiatives, developing Power BI reports and dashboards that support teams in work prioritization and execution decisions. Design and maintain analytic systems and automated reporting pipelines, improving operational efficiency by 85%. Evaluate internal systems for data inaccuracies and inefficiencies, implementing anomaly detection models that reduced manual review work by 90%. Partner directly with stakeholders and management to define critical KPIs and metrics, delivering actionable insights to decision-makers. Build ETL workflows and automation using SQL, Python (Pandas, NumPy), and AI agents (n8n), documenting processes for scalable, repeatable data handling.

Mined, cleaned, and analyzed data from multiple internal sources using Python (Pandas, NumPy) to identify trends and support business decisions. Developed Power BI and Tableau reports and interactive visualizations integrating data from multiple sources. Queried and optimized SQL databases (PostgreSQL, MySQL, SQL Server) to support reporting and analysis. Built anomaly detection models to evaluate data accuracy and resolve inconsistencies. Automated recurring reporting workflows using SQL and Python, improving analysis speed by 70%. Delivered a pricing analytics dashboard for FEMSA (Coca-Cola) (2024), covering metrics gathering and analysis on pricing, product launches, and product performance; monitored price compliance, competitive benchmarking, and inflection points. Built a price-monitoring and alerts dashboard for Polar (2022) tracking new product launches and Share of Market performance for top-selling products; monitored price adherence and compliance, competitive benchmarking, and inflection points.

Supported productivity and operational performance reporting across a 9-warehouse manufacturing/inventory network. Built predictive models to reduce overstock and supply gaps, directly improving operational execution metrics. Centralized and standardized reporting across multiple sites into a single performance-tracking system. Automated inventory tracking and reporting using Excel and Power Query.