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¡Hello!

I'm Nicolás Rubio

Political Scientist | Certified Data Analyst | Financial Modeling and Big Data Specialist

Nicolás Rubio García

Data Analyst

I am a Political Scientist and Certified Data Analyst, currently completing the final semester of a postgraduate program in Visual Analytics and Big Data, as well as the last year of undergraduate degrees in Economics and Finance.

As a professional, I have experience in analyzing and visualizing large datasets, statistical, financial and econometric modeling, project management, database administration, and the development of strategic reports for decision making.

I possess strong skills in Python, R, STATA, SQL, advanced Excel, and Power BI, which I leverage to optimize processes, generate actionable insights, and deliver strategic value to organizations.

  • Location: Medellín, Antioquia, Colombia
  • Age: 24 Years Old

Education

  • Graduated
    Specialization in Visual Analytics and Big Data (View Certificate)
    Fundación Universitaria Internacional de La Rioja
  • Graduated in April 2024
    Bachelor's Degree in Political Science (View Certificate)
    National University of Colombia
  • Last Year
    Bachelor's Degree in Economics (View Certificate)
    Universidad El Bosque
  • Last Year
    Bachelor's Degree in Finance
    Universidad El Bosque
  • 2023
    Diploma in Applied Statistics
    Colegio de Economistas del Perú - Escuela Nacional de Formación Pública y Empresarial

    4 modules: Statistical Methods, Foundations and Applications; Statistical Modeling; Multiple Statistical Methods; Multivariate Statistical Methods.

  • 2023
    Diploma in Applied Econometrics
    Colegio de Economistas del Perú - Escuela Nacional de Formación Pública y Empresarial

    5 modules: Fundamentals of Econometrics; Microeconometrics; Macroeconometrics; Financial Econometrics; Impact Evaluation.

  • 2024
    Google Advanced Data Analytics Certificate
    Google

    "Those who earn the Google Advanced Data Analytics Certificate have completed seven courses that include hands-on, practice-based assessments and are designed to prepare them for advanced roles in data analytics and entry-level roles in data science".

  • 2022
    Diploma in Programming Skills with Emphasis on Websites
    Universidad de Caldas - Ministerio de las Tecnologías de la Información y las Comunicaciones
  • 2023 - 2024
    Data Science and Artificial Intelligence Bootcamp
    Ucamp

    The holder of this badge can perform as a Junior Data Scientist in any organization, using Python as a programming language and applying a wide range of Machine Learning and Deep Learning tools to solve advanced analytics challenges and work with large volumes of data.

  • 2023
    Data Science and Artificial Intelligence Certificate
    Universidad de Antioquia

    Ability to perform exploratory data analysis and communicate results of data analysis, customer satisfaction analysis, and process optimization.

  • 2022-2023
    Methods and Statistics in Social Sciences
    University of Amsterdam - Coursera

    Identify compelling questions, analyze complex datasets, and accurately interpret results to drive informed, evidence-based decision-making.

Professional Profile

Work Experience

  • August 2024 - Present
    Reputational Analyst
    Punto Cardinal Comunicaciones

    Evaluate and manage corporate reputation for client organizations through data analysis from traditional media, social media, and other sources. Designed and implemented machine learning models and natural language processing algorithms in Python to automate the classification of key variables, reducing analysis time. Provide strategic recommendations to improve public perception and strengthen client reputation.

  • January 2023 - Present
    Freelance Data Analyst
    Freelance

    Work independently using tools such as R, Python, SQL, and Power BI to deliver economic, financial and customized data analyses, generating high-quality executive reports.

  • January 2024 - August 2024
    Contractor for data management and analysis support
    S&M Capital Horizontal S.A.S

    Provided financial and data analysis services to optimize business decisions, developing interactive dashboards in Power BI and automating data cleaning processes, reducing operational time. Enhanced the clarity of executive reports with effective visualizations in Excel and Power BI.

  • June 2023 - December 2023
    Political Science Intern - Data Analyst
    Corporacion Programa Desarrollo para la Paz del Magdalena Centro

    Analyzed trends using databases with Excel, MySQL, and R, and developed interactive dashboards in Power BI to monitor the strategic plan. Trained classification models in R and designed a web application to automate database updates and satisfaction evaluations, increasing process efficiency.

Academic Experience

  • August 2024
    Towards a Comprehensive Measurement of Health Systems in Latin America: Presentation of the Multidimensional Performance Index
    Revista Criterios

    Available at: Link.

  • August 30, 2024
    Speaker on "¿Qué Implica Ser Pobre?: Análisis del Estado de la Pobreza en Colombia (2019 - 2023)"
    XXII Encuentro Regional de Semilleros de Investigación

    Certificate: Link.

  • September 2024
    Public Finance and Economic Performance: The Case of Colombia, Caldas, and Tolima
    Revista Hojas de Administración

    Available at: Link.

  • October 2023
    The COVID economy: Political and economic analysis of the Pandemic in Colombia, Brazil, Argentina, and Chile
    Revista FENADECO, Federación Nacional de Estudiantes de Economía

    Available at: Link.

  • June 2023 - Present
    RegAssure: Streamlined Integration of Regression Assumption
    The Comprehensive R Archive Network

    RegAssure is a library designed to simplify the assessment of assumptions in various types of regression models in R. Releasing date on CRAN: September 4, 2023. Repository: Link.

  • June 9, 2023
    Speaker on Towards a comprehensive measurement of the healthcare system in Latin America: Introduction of the Multidimensional Performance Index
    7th National Congress of Political Science ACCPOL - Uniandes

    Co-speaker at the University of Los Andes. Certificate: Link.

  • December 2022
    Sowing Seeds: The Situation of the Rights of Children and Adolescents in Caldas. Interview with Luis Eduardo Céspedes
    Ainkaa. Revista De Estudiantes De Ciencia Política

    Available at: Link.

  • December 2021
    About paper sheets and factors: historical and political analysis of nineteenth century liberal project
    Ainkaa. Revista De Estudiantes De Ciencia Política

    Available at: Link.

Portfolio

Projects

Exploración Global de las Causas de Muerte 1990 - 2019

Data Visualization

Distribución de Datos Electorales Magdalena Centro 1992 - 2023

Data Visualization

Research Log. Healthcare System in Latin America

Data Visualization

Amazon Product's Ratings and Reviews

Data Visualization

Mapas Sociodemográficos del Magdalena Centro

Data Visualization

Concejo del Magdalena Centro desagregados por género 2023-2026

Data Visualization

Análisis Reputacional Empresarial

Data Visualization

Research Log. The COVID Economy: Political and economic analysis of the Pandemic in Colombia, Brazil, Argentina, and Chile

Applied Statistics and Econometrics

Research Log. Exploring Participation in Events Based on Sociodemographic Characteristics

Applied Statistics and Econometrics

Research Log. Understanding and Predicting Event Participation: Demographic Factors and Categorical Outcomes Analysis

Applied Statistics and Econometrics

RegAssure Guide

Applied Statistics and Econometrics

Multiple Linear Regression and Logistic Regression Analysis

Applied Statistics and Econometrics

Aplicaciones de los Modelos Supervisados Clasificatorios

Machine & Deep Learning

Aplicaciones de los Modelos Supervisados Predictivos

Machine & Deep Learning

Aplicaciones de las Redes Neuronales

Machine & Deep Learning

Análisis de sentimientos de reseñas y API REST

Machine & Deep Learnin

Aplicaciones de los Modelos No Supervisados

Machine & Deep Learning

Proyecto Módulo 2 Limpieza y preprocesado de datos

Machine & Deep Learning

Proyecto Módulo 1 Python para Ciencia de Datos

Machine & Deep Learning

Virtual Folio

Where to find me

  • Medellín, Antioquia, Colombia

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