Profile
Data leader with 15+ years of experience helping companies as a professional and consultant in telecom, fintech, and e-commerce industries.
I focus on building data-driven solutions that drive revenue growth, optimize costs, and enhance customer experience. My approach combines business strategy with technical expertise in analytics, AI, and data architecture, leading multicultural teams to deliver impactful results. I specialize in turning complex data challenges into clear insights that enable better organizational decision-making. Currently leading data & AI initiatives at Millicom | Tigo, where I develop data governance projects and implement innovative AI solutions across Latin America.
Professional Experience
Data Analytics and Digital Manager
- Lead and develop a Data Analytics Roadmap to enhance Tigo Users Digital experience (~50 million), leveraging AI and Machine Learning models.
- Design and implement a Data Governance and Monetization Strategy to drive new revenue streams and optimize costs, aligning with the Global CDO.
Head of Data - MFS
- Leading Tigo Money's data strategy across Data Governance, analytics and dashboarding to enable monetizable use cases while ensuring compliance standards.
- Implement Data Analytics tools andframewrok for Mobile Financial Services with Lending Risk management, Fraud detection and Customer Insights.
Head of Marketing Analytics - MFS
- Design and lead the Customer Segmentation and Campaign Management strategy powered by Customer Intelligence for Tigo Money, aligned with the Global CMO
- Develop and implement a Digital Marketing Analytics framework to measure the effectiveness of marketing campaigns, optimizing the funnel conversion and increasing ROI.
Data Manager
- Lead Data Governance and Develop user segmentation models and content recommendation models, supporting business objectives related to subscription growth and engagement.
- Implement a zero and 1st (first) party data consolidation project into a golden record, enabling audience data monetization and the generation of new revenue streams.
Customer Insights Manager
- Data Governance for 17 million customers across home, prepaid, and postpaid products, establishing a single source of truth (SSOT) to support the Customer 360 business strategy, enhancing customer satisfaction and campaign effectiveness.
- Develop dashboards for sales, collections, and customer support, and implement the first text mining model to analyze customer satisfaction in chatbot interactions.
Customer Data Specialist
- Delivered robust, customer-centric, and commercially monetizable data solutions, earning outstanding recognition for achievements.
- Developed analytical models for marketing, sales, customer experience, and collections, optimizing strategies for B2C mobile prepaid, postpaid, and home services.
Professor of Applied Computational Statistics
- Design and execute curriculum incorporating real-world business case studies and data analysis projects, effectively bridging the gap between theoretical knowledge and practical application.
- Mentor students on academic and career paths in data science and statistics, with several students successfully securing internships and roles in top-tier companies.
Education
BSc. Applied Statistics
Thesis Project: “Segmentation of subscribers by traffic consumption in prepaid lines of Telefonica using k-means multivariate cluster analysis”. Top student, outstanding grade.
Master in Business Administration (MBA)
Thesis Project: “Application of non-operational troubleshooting of Telefonica and its sales channels”. Outstanding grade.
Diploma Data Leadership & Leveraging Data Systems
Participated in an immersive program with leaders in data management at the MIT Executive Program.
Technical Skills
Data Strategy
Soft Skills
Financial Skills
Machine Learning
Cloud & DevOps
Data Story Telling
Data tools
Languages
Certifications
Specialized Programs and Diplomas
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Data Monetization, Management, and Trends
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Data Strategy: Data as Competitive Advantage
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Entrepreneurship and Innovation Program
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Diploma in Applied Finance
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Technical Skills and Certifications
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AWS Cloud Certified Cloud Practitioner
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Cloud Data en Azure
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GCP, Big Data and ML
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Data Science in Python
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