David Esteban Triviño Gonzalez
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Data Scientist
Tocancipá, Cundinamarca, Colombia
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Data analystPremise DataNov 2023 - Current (1 year 7 months)• Development of a Python package for automated data analysis and reporting • Integration of automated processes with GCP, reducing execution times by 70% and minimizing manual tasks. • Participated in data collection, analysis, and reporting in consulting projects. • KPI monitoring in business consulting projects. • Development of automated execution reports delivered via Slack.- Research solutions analyst public Remote experienceIota ImpactOct 2022 - May 2023 (8 months)Development of a Python package for data analysis and automated reporting, reducing execution time by 80%. • Participated in data collection, data analysis, and reporting on consulting projects. • KPI monitoring in business consulting projects.
- Data scientistMinisterio de las Tecnologías de la Información y las TelecomunicacionesFeb 2022 - Dec 2022 (11 months)• Form the DataTIC group, as well as process the update of the different projects previously developed, such as Colombia Connected developed in Python, R, ArcGIS, and Power BI. • Carry out the maintenance and administration of the DataTIC platform, as well as the management of the requirements from the Ministry.
- BData analyst public Remote experienceBASICA SASNov 2021 - Jul 2022 (9 months)• Support the Media Metrix department as a data analyst in a BI solution for the CCC marketing strategy using Power BI • Data mining to analyze and extract insights to make business decisions
- Data analyst public Remote experienceServicios Ambientales y GeográficosJul 2021 - Aug 2021 (2 months)• Dasometric and ecological analysis of tree species by covers and biomes using dplyr, vegan, and ggplot2 packages in R
- Data scientistMinisterio de Tecnologías de la Información y las ComunicacionesMar 2021 - Dec 2021 (10 months)• Development of Colombia connected the project to evaluate the connectivity goal of 70% in the National Development Plan, using R, Python, ArcGIS, and Power Apps tools • Development of a 5G assigned project, where national zones were selected with more migration potential of technology, using R, Python, SQL, ArcGIS, and Power BI • Technical reports describing the project's methodology, working flow, and development scripts in the data warehouse
- Software developmentMinisterio de Tecnologías de la Información y las Comunicaciones de Colombia (MinTIC)Sep 2020 - Dec 2020 (4 months)
- Casual ProfessorUniversidad Nacional de ColombiaOct 2019 - Mar 2020 (6 months)Dasometry Course of Forestry Engineering program. Using R in regression models of diameter, height, volume, and biomass
- Forestry engineerEcometropoli SASAug 2019 - Sep 2019 (2 months)• Floristic characterization of compensation plan in La Jagua, Cesar • Technical support in report making with dasometric and ecological analysis using R in data manipulation, visualization, and analysis
- Forestry engineerUniversidad Nacional de ColombiaMar 2019 - Jun 2019 (4 months)• Mapping and classification of green areas for analysis of the ecological connectivity of the Metropolitan Area of Valle de Aburra project, using R and ArcGIS
- Assistant studentUniversidad Nacional de ColombiaSep 2017 - Mar 2018 (7 months)• Carbon estimation in post-deforestation uses developed in the Colombian Amazon • Collection of field data, processing in the laboratory and analyzing the information using R • Study of functional traits related to the economy in the use of nutrients in different species of tropical trees
- FResearch assistantFundación Jardin Botánico de MedellinNov 2016 - Aug 2017 (10 months)• Clean, debug, and georeferenced GBIF's data using R and QGIS • Laboratory analysis of thermal and dehydration tolerance traits in plants (Scientific article) • Book's Chapter: Synthesis of the biological records of Antioquia (Pages 321-338)
Education
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- Magíster en Ciencia de Datos public Remote experiencePontifificia Universidad Católica de ChileAug 2022 - Aug 2024 (2 years 1 month)
- Certified Tech Developer public Remote experienceDigital HouseMay 2021 - Dec 2022 (1 year 8 months)
- Ingeniería forestalUniversidad Nacional de ColombiaJan 2013 - Sep 2018 (5 years 9 months)
Publications
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- The Thermal Tolerances, Distributions, and Performances of Tropical Montane Tree SpeciesFrontiersJul 2017 - Mar 2020 (2 years 9 months)
- FOCapítulo del libro: Síntesis de los registros biológicos de AntioquiaFundación Jardin Botánico de Medellin, Obsdrvatorio de Bosques de AntioquiaApr 2017 - Jul 2018 (1 year 4 months)