betancourt

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ES
2026-02-13

CV

Profile

Fernando Betancourt Moreno (He/Him)
Data Engineer with experience in cloud-native platforms, analytical pipeline orchestration, and developing automation and forecasting tools for multiple business areas.

Experience

Data Engineer

Vinos América SA de CV | Jun. 2025 - Present | Guadalajara, Jalisco, Mexico

  • Designed and deployed a Docker-based data platform (PostgreSQL, DuckDB, OpenMetadata, Dagster, and Metabase) serving over 50 internal consumers.
  • Developed AI-powered automations, including image classification for product catalogs, a natural language SQL translator, and an MCP server to convert business questions into specific database queries.
  • Orchestrated over 20 critical pipelines in Dagster and implemented data contracts, reducing pipeline failures caused by schema changes by 40%.
  • Developed an internal forecasting library used by 3 business areas to generate over 6,000 monthly demand series, reducing manual work by 80%.
  • Implemented CI/CD workflows using GitHub Actions, accelerating analytical deployments from hours to minutes.

Business Intelligence Analyst

Vinos América SA de CV | May 2023 - Jun. 2025 | Guadalajara, Jalisco, Mexico

  • Created an AI tool for migrating SQL queries from SAP Business One to SAP HANA, reducing migration times by 70%.
  • Built dimensional models with Row-Level Security (RLS) to improve the reliability and security of executive dashboards.
  • Automated weekly operational reporting using Dagster, eliminating 5 to 10 hours of manual work per week across multiple teams.
  • Developed Python workflows for customer segmentation and inventory validation.

Information Analysis Assistant

Vinos América SA de CV | Jan. 2023 - May 2023 | Guadalajara, Jalisco, Mexico

  • Designed Power BI dashboards and VBA automations to accelerate management reporting and reduce manual errors.

Education

Bachelor’s Degree in Mathematics

Universidad de Guadalajara | Aug. 2019 - Dec. 2025

  • Thesis: application of graph theory for analyzing the public transit system of the Guadalajara Metropolitan Area.

Bachelor’s Degree in Sociology

Universidad Nacional Autónoma de México (UNAM) | Jul. 2025 - Jun. 2029 (in progress)

Technical Skills

  • Languages: Python (Pandas, NumPy, Scikit-learn), Advanced SQL, R, C++, Bash.
  • Data Engineering: dbt, Dagster, Apache Airflow, Apache Spark, Apache Kafka.
  • Databases: PostgreSQL, DuckDB, Microsoft SQL Server, dimensional modeling (Kimball).
  • DevOps: Kubernetes, Docker, GitHub Actions, CI/CD, data contracts.
  • Visualization: Power BI (DAX, M), Tableau, Metabase.

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