03/19/2026 updated
VV
100 % available
Industrial Engineer specialized in Applied Analytics and Data Science
Pereira, Colombia
Only remote
Specialization in Applied Analytics and Data ScienceAmazon Web ServicesData AnalysisAutomationMicrosoft AzureBusiness IntelligenceBusiness EfficiencyBusiness Process MappingBusiness ProcessesBusiness Process ImprovementCloud ComputingComputer ProgrammingDatabasesData ValidationData MiningGitHub
Programming and Data Analysis
Python expertise including Pandas, NumPy, Scikit-Learn libraries and R programming with RStudio for comprehensive data analysis and statistical computing
Machine Learning and Predictive Modeling
Advanced machine learning techniques, hypothesis testing, and predictive modeling capabilities for data-driven insights and decision-making
Database Management and SQL
Proficient database querying and management using SQL with PostgreSQL and MySQL for efficient data extraction and manipulation
Business Intelligence Tools
Advanced Excel functions, Power BI dashboard creation, and automation tool development for business process optimization
Version Control Systems
Git and GitHub proficiency for collaborative development and code management in team environments
Cloud Computing Platforms
AWS and Azure cloud environments fundamentals for scalable data processing and deployment solutions
Statistical Analysis
Hypothesis testing methodologies and statistical modeling techniques for data validation and research applications
Process Optimization
Business process analysis and optimization strategies using data-driven approaches for operational efficiency improvements
Python expertise including Pandas, NumPy, Scikit-Learn libraries and R programming with RStudio for comprehensive data analysis and statistical computing
Machine Learning and Predictive Modeling
Advanced machine learning techniques, hypothesis testing, and predictive modeling capabilities for data-driven insights and decision-making
Database Management and SQL
Proficient database querying and management using SQL with PostgreSQL and MySQL for efficient data extraction and manipulation
Business Intelligence Tools
Advanced Excel functions, Power BI dashboard creation, and automation tool development for business process optimization
Version Control Systems
Git and GitHub proficiency for collaborative development and code management in team environments
Cloud Computing Platforms
AWS and Azure cloud environments fundamentals for scalable data processing and deployment solutions
Statistical Analysis
Hypothesis testing methodologies and statistical modeling techniques for data validation and research applications
Process Optimization
Business process analysis and optimization strategies using data-driven approaches for operational efficiency improvements
Experience
Professional experience0 - 5 years
Freelancer since2024
Languages
EnglishFluentSpanishNative speaker
Project history
Executed data-driven workforce analytics to optimize strategic personnel decision-making, using SQL, Power BI and Excel for reporting
Monitored and controlled logistics dispatch processes and KPIs to ensure operational efficiency and process compliance
Engineered an automated statistical tool using Python and Excel to assess teleworking eligibility by analyzing personal and job-function variables, creating a decision-making framework that streamlined HR processes and automated reporting