Open to opportunities

Esteban Gutiérrez Alarcón

@estebangutirrezalarc

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Bilingual statistician and data scientist specializing in risk modeling and analytics.

Colombia

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What I'm looking for

I seek roles applying statistical modeling and ML to risk and pricing, with reproducible workflows, cloud data platforms, and cross-functional impact.

I am a bilingual mathematician with advanced training in applied statistics and Bayesian inference, completing a Master of Science in Statistics at Universidad Nacional de Colombia. I have built and validated predictive models for pricing and risk analysis in the insurance sector, automated reporting and dashboards with Power BI, and optimized analytical workflows using Python, R, SQL, Dataiku DSS and GCP.

I drive reproducible, production-ready analytics by integrating cloud data platforms, model validation best practices, and cross-functional collaboration to translate technical results into business decisions that reduce risk and improve pricing and portfolio segmentation.

Experience

Work history, roles, and key accomplishments

Data Analyst

Seguros Bolívar

Jan 2021 - Jan 2024 (3 years)

Developed and validated predictive pricing and risk models for auto insurance, improved portfolio segmentation and premium estimation, and automated executive Power BI dashboards for daily monitoring of risk and performance.

Python R SQL Power BI GCP Validation

Education

Degrees, certifications, and relevant coursework

Universidad Nacional de Colombia

Master of Science, Statistics

2024 -

Pursuing a Master of Science in Statistics with advanced training in applied statistics, Bayesian inference, and statistical modeling, including projects on model validation and reproducibility.

Universidad de los Andes

Bachelor of Science, Mathematics

2016 - 2020

Activities and societies: Minor in German Language and Culture; Scholarship: Quiero Estudiar - Escala

Completed an undergraduate degree in Mathematics with a minor in German Language and Culture, focusing on algebra, probability, mathematical statistics, and computational mathematics.