• Data analysis • Business intelligence • ETL • Data visualization

Analyzed customer behavior using 5M+ data points, leading to more targeted business decisions. Processed large datasets and built models that improved reporting efficiency by 30%. Created interactive dashboards and data visualizations for executives.

Led the GIS and Business Intelligence team, integrating spatial data into strategic banking operations. Automated geospatial reporting, cutting manual processing time by 50%. Implemented GIS-based location intelligence tools, improving branch performance analysis by 25%.

- Developed and implemented analytical models using KNIME to assess and manage financial risks, integrating insights for data visualization. - Utilized Tableau for interactive data representation, aiding in trend identification and pattern recognition. - Created predictive models to forecast financial trends, enhancing decision-making processes. - Prepared and presented detailed reports to senior management, employing Tableau dashboards for clear data-driven decision-making support.

- Implementation of geospatial systems for strategic decision-making in the banking sector. - Leading projects and team to enhance operational efficiency and customer experience with geospatial solutions. - Developing advanced models to optimize financial management through geospatial analysis. - Conducting spatial analysis and utilizing GIS tools to extract meaningful insights for informed decision-making.

Built 50+ automated data workflows in KNIME, accelerating risk assessment by 30%. Identified fraud trends in 100M+ transactions, reducing financial risk exposure. Applied predictive modeling to optimize customer segmentation and risk profiling.

- Led the digital registration process for TIGO Money, reducing registration time by 30% and increasing success rate by 20%. - Automation of digital communication for TIGO Money services, achieving a 40% increase in user engagement. - Creation of customer journey for electronic wallet services, enhancing user experience and increasing retention by 20%. - Competitor research and data analysis, providing key information for strategic decision-making. Identification of commercial trends and business opportunities, contributing to the recognition of new market segments. - Collaboration with the sales team on marketing campaigns, resulting in a 15% increase in conversion rates.

- Competitor research and data analysis, providing key information for strategic decision-making. - Identification of commercial trends and business opportunities, contributing to the recognition of new market segments. - Collaboration with the sales team on marketing campaigns, resulting in a 15% increase in conversion rates.

- Management of a portfolio of over 130 properties, achieving an average occupancy rate of 90% and a 10% increase in annual revenue. - Successful negotiations of property sales, rentals, and development totaling $2 million. - Effective marketing of vacant spaces, reducing vacancy time by 30%.