Leading the end-to-end engineering of AuraSchedule, an enterprise-grade automated staff rostering system powered by Python and Google OR-Tools. Acting as the primary Analytics Translator for a clinical network, mapping fragile medical labor regulations into strict mathematical constraints. Architecting a full-stack data ecosystem integrating PostgreSQL, FastAPI, and Power BI Embedded to eliminate manual scheduling workflows.

Built data models and predictive analyses for Claro Colombia IVR implementation. Implemented ETL models and monitoring dashboards in Power BI.

Acted as the critical analytical anchor within BCP’s Retail Risk Squad, translating complex regulatory and commercial requirements into logical data quality and data lineage rules for migrations to modern cloud platforms (Azure). Structured and validated analytics projects, ensuring the correct numerical and methodological foundation of transactional data. Designed and implemented control dashboards in Power BI and logic in SQL to monitor the operational health of models. Lead the technical and functional documentation of critical data assets in Collibra.

Acted as the critical analytical anchor within BCP’s Retail Risk Squad, translating complex regulatory and commercial requirements into logical data quality and data lineage rules for migrations to modern cloud platforms (Azure). Structured and validated analytics projects, ensuring the correct numerical and methodological foundation of transactional data. Designed and implemented control dashboards in Power BI and logic in SQL to monitor operational health. Lead the technical and functional documentation of critical data assets in Collibra.

Served as the main Analytics Translator leading a 5-person multi-disciplinary data squad. Led data projects in collaboration with Interbank to maximize key performance indicators. Led the migration of the commercial warehouse to the cloud, reducing operational processing times by 40%. Implemented a data governance culture and assisted in the creation of a prescriptive analytics solution to optimize the allocation of high-value retail portfolios.

Designed technology strategy, managed AWS infrastructure, implemented customer information management platforms, and developed KPI dashboards.

Served as the communication bridge between Product and Commercial Planning teams and technical data extraction areas. Led data projects focused on the integration of new sales flows. Designed and automated the tracking of the Bank’s core indicators using advanced SQL. Developed a prescriptive allocation model using Google OR-Tools to optimize the distribution of credit card promoters within shopping malls.

Implemented Airflow systems for service automation, managed GCP requirements, and developed dashboards in Python and Tableau.

Reduced recruitment response times via turnover modeling and analyzed organizational lifecycle data using Power BI, Python, and SQL.

Supervised data load flows and operational reporting for the entire retail store network. Engineered web-based dashboards (C#, .NET) and automated ETL processes for new KPI tracking frameworks. Integrated external data sources to support the strategic rollout of new bank branch formats. Managed monthly and quarterly commission calculations for the retail store network.

Created dashboards in Power BI and Oracle BI, optimized ETL processes with Python, and managed data governance initiatives.

Developed predictive models for fraud detection using SAS/STAT, Python, and SQL on core operational databases.

Managed quantitative and qualitative information systems for nationwide programs and implemented monitoring methodologies based on PMI standards.