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C

Carlos

Contact

Pereira, Risaralda Department, Colombia
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Competencies

Python (Pandas, NumPy, Scikit-learn)

Experiencia demostrada en Python (Pandas, NumPy, Scikit-learn).

R

Experiencia demostrada en R.

SQL

Experiencia demostrada en SQL.

Power BI

Experiencia demostrada en Power BI.

Streamlit (Python)

Experiencia demostrada en Streamlit (Python).

Education

Master's, Big Data
Universidad Católica Santa Teresa de Jesús de Ávila
Specialization, Production Management
Escuela Colombiana de Ingeniería
Bachelor's, Industrial Engineering
Escuela Colombiana de Ingeniería “Julio Garavito”

Languages

SpanishNativo
EnglishAdvanced B2+ (90%)

Summary

Perfil profesional

Experience

Data Scientist

LAMASSU MEDIA
Sep 2024 - Nov 2025

Developed, led, and implemented predictive machine learning models and comprehensive data visualization dashboards that delivered positive business impact.. Utilized Python, R, Power BI, and SQL to drive data-driven decision-making.. Integrated Large Language Models (LLMs) via APIs to enhance analytical capabilities and automate processes.

Financial Director

CB PROYECTOS SAS
Sep 2023 - Dic 2023

Developed a dynamic financial model in Excel with multiple variables and scenarios to evaluate the architectural and structural renovation feasibility of the Centro Internacional Tequendama.

Process Improvement and Automation Lead

COMPONENTE DIGITAL SAS
Sep 2021 - Ago 2023

Led process improvement projects for key clients including Banco Itaú, Fundación Amanecer, and Bancoomeva by analyzing business metrics.. Redesigned processes using Lean Six Sigma methodologies and technological enablers, resulting in significant operational efficiencies.. Automated management dashboards in Power BI for Bancoomeva and Banco Itaú, improving reporting quality, visibility, and value while reducing manual effort.

Lean Specialist

MICHAEL PAGE INTERNATIONAL COLOMBIA SAS
Sep 2020 - Sep 2021

Led process improvement projects using the Lean Six Sigma methodology, identifying and analyzing inefficiencies to design and implement strategic solutions.. Contributed to the implementation of the Prometeo technology platform, automating 70% of the activities for registering and completing stock market operations.

Financial and Administrative Director

WAVE CORP S.A.S
Jul 2016 - Jun 2020

Managed and improved invoicing, supplier payment, and expense control processes.. Generated comprehensive profitability reports for projects and clients.. Implemented key performance indicators (KPIs) across business processes, innovation, and commercial and financial departments.

Operations Director

ACE SEGUROS COLOMBIA S.A.
May 2013 - Jun 2016

Managed and improved processes for policy loading, invoicing, issuance, database reconciliation, and renewals.. Reduced policy delivery times from an average of 18 days to 2 days by implementing an email delivery system, resulting in annual cost savings of over COP 300 million.. Defined quantifiable objectives and KPIs for team members, aligning them with departmental and company goals.. Designed and implemented management reports for various business lines.

Process Improvement Senior Analyst

BANCO CORPBANCA
Feb 2009 - May 2013

Designed and deployed a data dashboard in Excel to provide control and monitoring of over 60 expense accounts, successfully preventing budget deviations with an annual value of 15 Million USD.. Conducted data-driven analysis to diagnose process inefficiencies within Fixed Income, Derivative, and Credit Card products. These insights directly informed and drove the successful implementation of process improvement initiatives, resulting in enhanced operational efficiency.

Process Improvement Analyst

PRAGMA
Ago 2007 - Feb 2009

Skills

Python (Pandas, NumPy, Scikit-learn)RSQLPower BIStreamlit (Python)
Published on CazVid - Aug 28, 2026
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