Guibor Camargo
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Data Scientist - Data Analyst
Antioquia, Colombia
Contact Guibor regarding:
Flexible work
Starting at
USD50/hour
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Jobs
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- CFounder and CEOCreceré FinLabOct 2023 - Current (1 year 9 months)Lead the scientific and business development of Creceré FinLab.
- ÁData ArchitectÁgata Agencia AnalíticaJun 2023 - Current (2 years 1 month)- Develop ML algorithms to match formal job vacancies with unemployed candidates or those from the formal sector to facilitate their job transition. Develop systems of indicators to qualify the decisions of companies and job seekers, eliminating asymmetries of information in the market (develop the initial model and improve its accuracy from 68% to 82%). - Develop ML algorithms and AI strategies to detect the risk of the population in the maternal-perinatal care pathway of the city of Bogotá, to determine risk factors and provide information for the generation of early warnings. - Support the agency in the development of data strategies and the scientific structuring of analytics and AI products.
Research ConsultantUniversity of ChicagoMar 2023 - Current (2 years 4 months)Research consultant at The Development Innovation Lab, working on projects in Colombia and Uganda oriented to the impact of education in community development.- Data Science DirectorCÍVICOSep 2021 - Jun 2023 (1 year 10 months)We built AI-based micro-credit scores to lend money to micro businesses in Colombia. We also developed new statistical methodologies to create post-AI risk segmentation algorithms. Design big-data solutions for creating digital services for micro businesses so they could access better information and integrate business intelligence insights into their daily management practice.
- Research AssistantUniversidad de los AndesAug 2020 - Dec 2020 (5 months)Build an hourly panel dataset of Colombian municipality's climate conditions using UNIX, R, and ArcGIS to extract and process satellite large data sets from the Copernicus platform. This data was later used to analyze climate conditions' effect on the presidential election.
- Data ScientistCÍVICOAug 2019 - Sep 2022 (3 years 2 months)Skills: Extraer, transformar y cargar (ETL) · Análisis de datos · Minería de datos · Econometría · Ciencia de datos · Estadística · Analítica · Trabajo en equipo · Inteligencia artificial · R · Visualización de datos · Análisis espacial · ArcGIS
- UYoung Researcher, Faculty of EconomicsUniversidad del RosarioJul 2019 - Jun 2021 (2 years)Consolidate the spatial information of 22 public entities of the city of Bogotá on the city's urban development in the last 20 years. With this information, we wrote two working papers. 1. "Effects of public policies on informal and formal urban expansion: A comparative impact evaluation between neighborhood legalization and slum upgrading policies in Bogota-Colombia." 2. "Elections and urban environmental quality's changes: vote's material utility in Bogota, Colombia."
- UYoung Researcher - Faculty of Political, International and Urban StudiesUniversidad del RosarioJan 2019 - Jan 2020 (1 year 1 month)Coordinate the research: "The history of air quality regulation and it's effects on Bogota's air quality" (WP)
- UAdjunct ProfessorUniversidad del RosarioJan 2019 - Jul 2020 (1 year 7 months)Teach a course on spatial analysis and introductory econometrics (using STATA, R, and ArcGIS). The course was oriented so that 1st year and 2nd-year undergraduate students of the Faculty of Political, International, and Urban Studies were introduced to these quantitative analysis techniques and the writing of their first draft of a scientific paper.
- UYoung Researcher - Faculty of Political, International and Urban StudiesUniversidad del RosarioFeb 2018 - Dec 2018 (11 months)Research on urban environmental quality and the effect of violence displacement on Colombia's urban expansion. With our research results, we publish the paper "Exploring the dynamics of migration, armed conflict, urbanization, and anthropogenic change in Colombia" at PlosONE.
- EConsultor IndependienteEspacio LegalJul 2013 - Aug 2013 (2 months)
- Consultor IndependienteFundación Estación Biológica GuayacanalMar 2013 - Jan 2018 (4 years 11 months)
Education
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- UMA Economics of public policies, EconomíaUniversidad del RosarioJan 2022 - Current (3 years 6 months)
- UProfesional en Gestión & Desarrollo Urbanos, Ciencia política y gobiernoUniversidad del RosarioJan 2018 - Current (7 years 6 months)
- BB.A Urban Management and developmentJul 2012 - Jan 2018 (5 years 7 months)
Publications
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- ARTÍCULO DE OPINIÓN : Revolución FinTech de microcréditos digitales: Lo mítico y lo verídicoLa Silla VaciaJun 2023Colombia destaca como uno de los mejores lugares en Latinoamérica para el desarrollo de startups en la industria FinTech. Esto se debe a varios factores: la digitalización de la banca tradicional, la disponibilidad de talento humano especializado, el dinamismo de las inversiones extranjeras y, especialmente, el alto porcentaje de población excluida del sistema bancario que busca servicios financieros inteligentes y flexibles. Todo esto crea un entorno propicio para el florecimiento de estas empresas, cuyos servicios alternativos generan un impacto significativo. De hecho, hasta la fecha actual, 5 de las 20 startups colombianas con ingresos superiores a los 30 millones de dólares en la última década son empresas FinTech. Sin embargo, no to
- ULa muete del pupulismo como método y la felxibilidad de las preferencias electorales. (Capitulo de libro: Gustavo PetroUniversidad del RosarioAug 2023El populismo ha sido un término ampliamente usado en la literatura de Ciencia Política contemporánea. Solo desde el 2015 a hoy, se han publicado más de 3,630 artículos relacionados al tema o concepto del populismo (más de un artículo al día).Y sin embargo, a diferencia de otros conceptos, el “populismo” está lejos de tener una definición única o incluso coherente, que permita una clasificación objetiva entre qué (o quién) es populista y qué no. En el presente capítulo/artículo, exploramos los límites conceptuales del “populismo” para sugerir dos ideas: I) el “agnosticismo hacia el populismo”: sí el populismo existe o no es irrelevante para el análisis científico; y II) que los análisis clásicos (del discurso o de la historia) sobre el “popu