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Con capacidades para el desarrollo de Machine Learning: algoritmos de aprendizaje supervisados y no supervisados para clasificación, clúster y predicción.","rawText":"Ingeniero Industrial con posgrado en estadística, data science y sistemas de información, con amplia trayectoria trabajando en proyectos de análisis y analytics de datos e información. Manejo avanzado de herramientas para visualización y análisis de datos; y para diseño y consulta de bases de datos relacionales (SQL). Usario avanzado de R, Access y Excel. Programador de Visual Basic para aplicaciones para Access y Excel. Amplia experiencia con MySQL, Stata y Python. Con capacidades para el desarrollo de Machine Learning: algoritmos de aprendizaje supervisados y no supervisados para clasificación, clúster y predicción.","canEdit":false,"editUrl":"https://www.workana.com/freelancer/46aefa71dff9510bfbc97452111da7f0/profile/description","g11n":{"edit":"Editar","save":"Guardar","cancel":"Cancelar","warning":"Cuidado: No compartas datos de contacto o podrás ser bloqueado.","expandText":"Ver más detalles","collapseText":"retraer","placeholder":"Sintentiza en pocas palabras aquello que mejor te define como profesional. Muestra al mundo lo que puedes brindar para darle dirección a tu carrera freelance. Ej: Diseñador de imagen y sonido especialista en videos institucionales y retoque fotográfico"},"validation":{"required":true,"min":20}},"history":{"section":"history","title":"Historia laboral","dangerouslyWillBeRenderAsHtml_text":"Análisis de datos.
ICFES. (noviembre 2018-septiembre 2019)
Objetivo: Investigación de la lectura crítica en la educación de nivel tecnológico en Bogotá.
COLOMBIANITOS. (junio de 2017 – diciembre de 2018; mayo – diciembre 2019)
Objetivo: Consultoría para la estructuración de un sistema de evaluación de competencias emocionales y ciudadanas.
GOBERNACIÓN DE CUNDINAMARCA. (febrero – julio 2018)
Objetivo: Cálculo de un índice de felicidad y bienestar subjetivo.
Logros Destacados:
•    Construcción del índice basado en varios métodos multivariados para variables discretas y continuas.
SECRETARÍA DE EDUCACIÓN DE BOGOTÁ. (septiembre – diciembre 2017)
Objetivo: Consultoría metodológica para los proyectos de caracterización de Talentos Excepcionales y para la evaluación de una metodología de intervención para la mejora de la Convivencia en Instituciones Educativas.
Logros Destacados:
•    Especificación concreta del análisis cuantitativo de la caracterización de los adolescentes en las áreas de talento, emprendimiento y desarrollo afectivo.
FUNDACIÓN PARA LA EDUCACIÓN Y EL DESARROLLO SOCIAL (agosto 2012 – enero 2013)
Objetivo: Supervisar el gobierno de datos proponiendo métodos de análisis, de transformación y filtrado y dar aviso de problemas en la fuente para que en campo se superasen posibles fallas en el proceso de recopilación de un proyecto de auditoría a la información de matrícula reportada al Ministerio de Educación Nacional.
INSTITUTO COLOMBIANO DE BIENESTAR FAMILIAR. (septiembre a diciembre de 2011)
Objetivo: Caracterización de adolescentes no privados de libertad.
MINISTERIO DE EDUCACIÓN NACIONAL (abril a junio de 2010)
Objetivo: Coordinación técnica de la evaluación de impacto de Experiencias Significativas en Permanencia Escolar.
BANCO MUNDIAL. (abril a junio 2009; julio de 2009 – junio de 2010)
Objetivo: Coordinar el análisis econométrico del sector educativo para un estudio de factores asociables al logro escolar llevado a cabo en colaboración con el ICFES. Fases II y III, 2009 - 2010. Supervisar el gobierno de datos para la propuesta de un estudio de factores asociables al logro escolar llevado a cabo en colaboración con el ICFES, 2009.
DIVIDENDO POR COLOMBIA. (abril de 2009 – mayo de 2015)
Objetivo: Ejecutar evaluación de impacto de los diferentes programas y proyectos que coordina la Fundación.
Logros Destacados:
•    El sistema de evaluación de conocimientos, actitudes y aptitudes que diseñé para el programa en educación financiera, financiado por la Fundación Citi, fue adquirido por el Ministerio de Educación Nacional.
PROGRAMA NACIONAL DE DESARROLLO HUMANO (PNDH). (noviembre de 2007 – diciembre de 2007; julio de 2007 – abril de 2008)
Objetivo: Profesional del equipo de diagnóstico y seguimiento a las Metas del Milenio en educación para el departamento de Antioquia, 2007 - 2008. Profesional del equipo de evaluación de la política de educación del Eje Social del Distrito Capital, 2007.
Otros proyectos
Objetivo: Visualización de componentes cualitativos a partir de minería de texto en proyecto con la Fundación Epsa-Celsia. Valle del Cauca. 2018
Objetivo: Elaboración de un predictor de palabras según se escribe un texto. 2017
Objetivo: Análisis multivariado a partir de minería de texto para el rediseño de una página Web comercial argentina. 2016","rawText":"Análisis de datos. ICFES. (noviembre 2018-septiembre 2019) Objetivo: Investigación de la lectura crítica en la educación de nivel tecnológico en Bogotá. COLOMBIANITOS. (junio de 2017 – diciembre de 2018; mayo – diciembre 2019) Objetivo: Consultoría para la estructuración de un sistema de evaluación de competencias emocionales y ciudadanas. GOBERNACIÓN DE CUNDINAMARCA. (febrero – julio 2018) Objetivo: Cálculo de un índice de felicidad y bienestar subjetivo. Logros Destacados: • Construcción del índice basado en varios métodos multivariados para variables discretas y continuas. SECRETARÍA DE EDUCACIÓN DE BOGOTÁ. (septiembre – diciembre 2017) Objetivo: Consultoría metodológica para los proyectos de caracterización de Talentos Excepcionales y para la evaluación de una metodología de intervención para la mejora de la Convivencia en Instituciones Educativas. Logros Destacados: • Especificación concreta del análisis cuantitativo de la caracterización de los adolescentes en las áreas de talento, emprendimiento y desarrollo afectivo. FUNDACIÓN PARA LA EDUCACIÓN Y EL DESARROLLO SOCIAL (agosto 2012 – enero 2013) Objetivo: Supervisar el gobierno de datos proponiendo métodos de análisis, de transformación y filtrado y dar aviso de problemas en la fuente para que en campo se superasen posibles fallas en el proceso de recopilación de un proyecto de auditoría a la información de matrícula reportada al Ministerio de Educación Nacional. INSTITUTO COLOMBIANO DE BIENESTAR FAMILIAR. (septiembre a diciembre de 2011) Objetivo: Caracterización de adolescentes no privados de libertad. MINISTERIO DE EDUCACIÓN NACIONAL (abril a junio de 2010) Objetivo: Coordinación técnica de la evaluación de impacto de Experiencias Significativas en Permanencia Escolar. BANCO MUNDIAL. 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