Camilo Garzón

- Designed and implemented end-to-end analytical solutions, integrating data pipelines, modeling, and visualization (Shiny, RMarkdown, HTML).

- Built and automated data pipelines (ETL/ELT) for processing, cleaning, and transforming structured and unstructured data.

- Applied advanced statistical techniques (complex survey designs, PCA, early warning systems) to generate actionable insights.

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- Diseñé metodologías, indicadores e instrumentos de medición para el análisis y seguimiento de la calidad de los servicios distritales, integrando enfoques cuantitativos y cualitativos.
- Desarrollé estrategias de integración, procesamiento y análisis de datos para fortalecer la toma de decisiones basada en evidencia dentro de la entidad.
- Participé en el diseño, validación y despliegue de proye

Designed methodologies, indicators, and measurement instruments to analyze and monitor the quality of district services, integrating quantitative and qualitative approaches. Developed and deployed data science/AI initiatives and produced technical reports, metrics, and indicators for institutional performance monitoring and experience evaluation.

- Integrated and transformed data from multiple sources (Azure, Dataverse, and flat files) to build analytical datasets.

- Designed and implemented ETL/ELT processes for data cleaning, standardization, and consolidation of customer data.

- Supported Microsoft Dynamics Customer Insights, including data ingestion, unification, and data modeling processes.

- Performed data validation and quality c

- Built ETL pipelines to extract, transform, and load data from online media sources (web scraping and external data ingestion).

- Transformed unstructured data into structured analytical datasets for downstream analysis and reporting.

- Designed and developed interactive data applications and dashboards using Shiny to support data exploration.

- Developed analytical outputs to monitor and anal

- Designed and evaluated statistical frameworks to assess data randomness and integrity in regulated gaming systems.

- Collected, processed, and validated datasets from multiple sources to ensure data consistency and reliability.

- Developed statistical models to detect anomalies and verify randomness in data generation processes.

- Applied data quality and validation techniques to support comp

- Developed web scraping pipelines to extract data from online sources and external platforms.

- Designed and implemented ETL processes to transform raw scraped data into structured analytical datasets.

- Built Power BI dashboards to visualize key insights and support data-driven analysis.

- Translated data into policy-oriented insights, contributing to public policy briefs and decision-making

- Designed surveys and data collection frameworks for public and private sector projects.

- Developed qualitative and quantitative indicators to support measurement and evaluation of public policies.

- Structured data collection processes, ensuring consistency and alignment between data sources and analytical objectives.

- Collaborated with clients to define data requirements and translate busi

-Managed and responded to citizen requests, complaints, and inquiries related to consular services.

-Ensured timely communication and resolution of cases in a high-demand service environment.

-Developed strong communication and stakeholder management skills in a public sector context.

- Analyzed and evaluated administrative cases under Law 1448, supporting decision-making processes for victim reparation pathways.

- Prepared structured administrative reports ensuring compliance with legal and institutional frameworks.

- Managed case information and ensured consistency, accuracy, and traceability of records.

- Developed strong analytical and documentation skills within a publi

MBA in Data Science e Analytics at ESALQ/USP, building expertise in end-to-end analytics engineering and statistical methods (in progress).

Degree in Statistics (Estadística) at Universidad Santo Tomás, covering foundational and applied statistical study (2020–2024).

Studies in Political Science (Ciencia política) at Universidad Nacional de Colombia (2007–2013).