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Work Background
KonduitData Scientist
Dec. 2025
HavasData Scientist
Nov. 2024 - Jan. 2026Bogotá, Distrito Capital, Colombia
Grupo BimboRevenue Growth Management Supervisor
Apr. 2024 - Oct. 2024Bogotá, Distrito Capital, Colombia
HavasMarketing Data Scientist
Aug. 2023 - Apr. 2024Colombia
Departamento Administrativo Nacional de Estadística - DANE ColombiaEstadístico de investigación
May. 2023 - Aug. 2023Bogotá, Distrito Capital, Colombia
AB InBevAnalytics Specialist
Oct. 2021 - Mar. 2023Bogotá, Distrito Capital, Colombia
TeleperformanceData Scientist
May. 2021 - Oct. 2021Bogotá, Distrito Capital, ColombiaBuilding of data solutions for customers based on advanced statistical techniques and machine learning algorithms. Some of my responsibilities include: - Extract, clean, mine and analyze data. - Identify relevant data sources and sets to mine for client business needs and collect large structured/unstructured datasets and variables. - Devise and utilise algorithms and models to mine big data stores, perform data and error analysis to improve models, and clean and validate data for uniformity and accuracy. - Analyse data for trends and patterns and interpret data with a clear objective in mind. – Implement analytical models into production by collaborating with software developers and machine learning engineers. - Communicate analytic solutions to stakeholders and implement improvements as needed to operational systems. * Construct visualizations to determine trends within the organization. - Design and implement Machine Learning and Deep Learning models for churn analysis, recomendation systems and customer segmentation models. - Recommend some valuable actions derived from insights extracted from the modelling phase.
Departamento Administrativo Nacional de Estadística - DANE ColombiaStatistician
Jul. 2020 - May. 2021Bogotá, Distrito Capital, Colombia* Proposal and application of an experimental design for updating the Large Integrated Household Survey - GEIH. * Evaluate the impact of the treatments on the calculation of labor market indicators such as unemployment rate, of occupation and inactivity. * Evaluation of hypothesis testing to detect differences between treatments, programming in SAS of the entire design from randomization to the analysis of the results at urban and rural levels according to the sample taken by municipalities. Analysis of the coverage of the experimental redesign. * Implementation of predictive and machine learning models to classify micro-businesses in the DANE survey of micro-businesses.
Ariadna Communications GroupData Scientist
Aug. 2018 - May. 2020Bogotá D.C., Colombia* Teamwork in the design, development and integration of Machine Learning models such as sentiment analysis and natural language processing (NLP) models for the fulfillment of objectives in the Digital Marketing business. * Audience analysis, market segmentation and data mining application in the context of marketing. * Experience in analyzing the performance of advertising campaigns, visualization of sales data in automated dashboards.
YanHaasSurvey designer
Jun. 2014 - Dec. 2014Bogotá, Capital District, Colombia
Universidad Nacional de ColombiaAssistant Teacher
Feb. 2014 - Nov. 2015Bogotá Colombia* Assistant teacher of the regression analysis course taught in the Statistics undergraduate program at National University of Colombia, advising students and qualifying workshops. * Organization of databases of professors and administrators of the Faculty of Sciences, Department of Statistics. * Application of surveys for teacher evaluation to students and digitization of them.
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