
Timeline
About me
Data & Insights Manager en Instaleap | Team Leadership | Stakeholder Management | Problem-Solving| Decision Making | Data Science | BI | Machine Learning | SQL | Python | R | Tableau | Power BI | E-commerce | Logistics
Education

Universidad distrital francisco josé de caldas
2007 - 2016Engineer’s degree industrial engineeringDuring my Industrial Engineering degree at Universidad Distrital Francisco José de Caldas, I developed skills in organizational management, systemic thinking, and process modeling to enhance productivity, competitiveness, and sustainability.My training focused on decision-making, resource optimization, and supply chain modeling, enabling me to analyze complex systems and propose effective solutions. Additionally, I gained expertise in research, innovation, and technological development,… Show more During my Industrial Engineering degree at Universidad Distrital Francisco José de Caldas, I developed skills in organizational management, systemic thinking, and process modeling to enhance productivity, competitiveness, and sustainability.My training focused on decision-making, resource optimization, and supply chain modeling, enabling me to analyze complex systems and propose effective solutions. Additionally, I gained expertise in research, innovation, and technological development, applying data-driven strategies to improve business operations. Show less

Pontificia universidad javeriana
2022 - 2023Master's in analytics for business intelligence engineeringDuring my Master's in Analytics for Business Intelligence, I gained expertise in combining analytical and data science skills with a strong understanding of information management and organizational dynamics. The interdisciplinary nature of the program allowed me to develop a unique set of capabilities, including advanced data analysis, effective information management, and strong administrative, organizational, and communication skills.The curriculum was structured around three main… Show more During my Master's in Analytics for Business Intelligence, I gained expertise in combining analytical and data science skills with a strong understanding of information management and organizational dynamics. The interdisciplinary nature of the program allowed me to develop a unique set of capabilities, including advanced data analysis, effective information management, and strong administrative, organizational, and communication skills.The curriculum was structured around three main areas: analytics (focusing on mathematics and statistics), information management, and organizational management. I studied a variety of subjects, such as enterprise architecture, data mining and processes, decision-making strategies, and economic models. This experience helped me build a comprehensive understanding of how to leverage data and information to support strategic decision-making in businesses. Show less
Experience

Almaviva s.a
Jun 2014 - Dec 2014Research & development analystIn the role of Research and Development Analyst (Year TBD), I was responsible for monitoring and optimizing inventory management in distribution centers (CEDIS), ensuring accurate stock levels. I conducted time and motion studies to improve resource allocation and operational efficiency. I designed data-driven strategies to reduce inventory waste and enhance supply chain performance. Additionally, I developed and implemented control frameworks for efficient warehouse management, focusing on process automation and resource optimization.• Decreased inventory discrepancies by 30% through improved stock monitoring and auditing processes.• Reduced resource waste by 20% by optimizing time and motion workflows.• Implemented predictive analytics that enhanced inventory turnover rates. Show less

Rappi
Jan 2016 - Mar 2018Bi analystAt Rappi, I specialized in business intelligence operations, developing KPI dashboards using PostgreSQL and advanced Excel. I led BI projects, streamlining data workflows and improving overall operational efficiency. My role involved real-time monitoring of key business metrics to support strategic decision-making.• Reduced manual data processing by 70% through dashboard automation and SQL-based reporting.• Improved operational efficiency by developing real-time KPI tracking systems.• Provided leadership with insights that contributed to 10% cost reduction in key operations. Show less

Mercadoni
Mar 2018 - Aug 2018Ops manager bogotáIn my role at Mercadoni, I managed live operations and logistics in Bogotá, ensuring service efficiency and quality control. I developed and implemented productivity-driven strategies for fleet management, optimizing resource allocation and operational workflows.• Reduced operational costs by 15% by optimizing fleet management and delivery routes.• Increased on-time deliveries by 20% through better resource allocation and process automation.• Enhanced productivity by implementing real-time performance tracking tools. Show less

Merqueo
Sept 2018 - Jul 2019Senior bi analyst (ops)At Merqueo, I was responsible for tracking key performance indicators (KPIs) related to logistics and delivery performance. I developed automated dashboards and SQL-based reports to provide operational insights. Working closely with senior leadership, I helped optimize business processes through data analysis and reporting.• Decreased order fulfillment time by 25% through logistics data analysis and process improvements.• Built automated dashboards that eliminated 80% of manual reporting efforts, allowing real-time monitoring.• Improved delivery efficiency by identifying and resolving bottlenecks in logistics operations. Show less

Quqo
Jul 2019 - Nov 2019Director business intelligenceAt Quqo, I played a key role in designing and implementing business intelligence strategies to enhance operational efficiency. I managed analytics requests, improving the accessibility and accuracy of data. Additionally, I provided senior management with strategic recommendations, leveraging data insights to optimize business processes.• Reduced manual reporting workload by 50% by automating data pipelines and dashboards.• Improved data-driven decision-making by delivering key insights that increased operational efficiency by 20%.• Standardized BI processes, enhancing collaboration across departments and ensuring data consistency. Show less

Instaleap
Aug 2020 - nowAnalytics managerAt Instaleap, I lead data-driven initiatives to enhance business decision-making. I develop and deploy machine learning models to analyze customer behavior, optimize product strategies, and improve financial performance. Additionally, I build and maintain scalable data pipelines, ensuring efficient processing and analysis. I create dashboards and visualizations that translate complex insights into actionable recommendations for stakeholders.• Boosted client retention by 15% by developing predictive models to identify churn and optimize engagement strategies.• Cut data processing time by 60% through the implementation of automated data pipelines and ETL workflows, significantly improving operational efficiency.• Enhanced transaction and financial forecasting accuracy by 25%, enabling more precise budget allocation and revenue planning.• Designed and implemented interactive dashboards that reduced reporting time by 50%, accelerating decision-making across multiple departments. Show less
Licenses & Certifications

Maestría en analítica para la inteligencia de negocios
Pontificia universidad javeriana sede central - bogotáMar 2024
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