Available to hire
Industrial Engineer & Data Scientist with 7+ years of experience applying machine learning, statistical modeling, and product analytics to generate business insights and optimize decision-making. Expert in predictive modeling, churn prediction, time series forecasting, and marketing attribution models.
Strong ability to translate large datasets into actionable strategies using Python, SQL, and advanced visualization (Power BI/Tableau). Experienced across digital marketing, technology, and operations to improve revenue forecasting, user retention, and performance optimization.
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Language
Spanish; Castilian
Fluent
English
Fluent
French
Intermediate
Work Experience
Data Analytics Consultant at Freelance
January 1, 2024 - PresentDelivered end-to-end analytics and data science solutions for multiple clients in parallel. Analyzed large datasets to identify trends, patterns, and actionable insights supporting strategic decisions. Built and deployed predictive and forecasting models to improve planning accuracy and performance outcomes. Collaborated remotely with cross-functional teams to define requirements and align analytics with business goals. Presented findings and recommendations to technical and non-technical stakeholders.
Construction Manager at PIKASSA (Construction)
January 1, 2022 - PresentLed operational analytics and project execution for residential and commercial construction projects. Managed 6 construction projects with budgets between $200K–$300K. Built BI dashboards tracking financial performance and project KPIs. Reduced procurement costs by 10% using vendor analytics and performance modeling. Implemented forecasting models to improve budget planning and cost control.
Construction Manager (Data-Driven Operations) at PIKASSA (Construction) – Colombia
January 1, 2022 - PresentApplied advanced analytics and forecasting to optimize resource planning and cost management. Designed KPI frameworks and dashboards to support operational decision-making. Used historical data and predictive analysis to reduce inefficiencies and improve delivery outcomes.
General Manager at Abacco Interior Architecture
March 1, 2011 - August 21, 2021Directed operations, financial performance, and strategic decision-making across large construction projects. Oversaw 11 projects with budgets between $500K–$700K. Managed cross-functional teams of 60+ professionals. Negotiated 30+ vendor and contractor agreements. Implemented KPI dashboards improving operational visibility and financial planning.
General Manager at Abacco Interior Architecture – Colombia
March 1, 2011 - August 1, 2018Led analytics-informed strategic decisions across multiple large-scale projects. Built internal reporting tools and performance models to guide executive decisions.
Education
Bachelor in Industrial Engineering at Universidad Pontificia Bolivariana – Colombia
January 11, 2030 - January 1, 2004Professional Certificate: Advanced Data Analytics at Google-Coursera
January 11, 2030 - January 1, 2025Data Analytics at HENRY
January 11, 2030 - January 1, 2024Google Advanced Data Analytics at Google-Coursera
January 11, 2030 - January 1, 2025Construction Management Specialization at Columbia University-Coursera
January 11, 2030 - December 16, 2025Bachelor of Industrial Engineering at Universidad Pontificia Bolivariana
January 11, 2030 - January 1, 2004Professional Certificate: Advanced Data Analytics at Henry (HENRY)
January 1, 2024 - January 1, 2025Google Advanced Data Analytics at Google-Coursera
January 1, 2025 - January 1, 2025Construction Management Specialization at Columbia University-Coursera
January 11, 2030 - December 16, 2025Bachelor's degree in Industrial Engineering at Universidad Pontificia Bolivariana
January 1, 2004 - August 27, 2026Advanced Data Analytics (Professional Certificate) at HENRY
January 1, 2025 - August 27, 2026Google Advanced Data Analytics (Professional Certificate) at Google - Coursera
January 1, 2025 - August 27, 2026Construction Management Specialization at Columbia University - Coursera
January 1, 2025 - August 27, 2026Qualifications
Advanced Data Analytics Certification (Google-Coursera)
January 11, 2030 - January 1, 2025Data Analytics
January 11, 2030 - January 1, 2024Construction Management Specialization
January 11, 2030 - December 16, 2025Data Analytics (HENRY)
January 1, 2024 - August 27, 2026Google Advanced Data Analytics (Google - Coursera)
January 1, 2025 - August 27, 2026Construction Management Specialization (Columbia University - Coursera)
January 1, 2025 - August 27, 2026Industry Experience
Real Estate & Construction, Software & Internet, Financial Services, Gaming, Professional Services, Manufacturing, Media & Entertainment, Retail
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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