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.

Contact

  • Email: fernandobetancourtmoreno@gmail.com
  • Phone: +52 33 2165 4077
  • Location: Guadalajara Metropolitan Area, Mexico
  • LinkedIn: Fernando Betancourt Moreno
---
title: CV
date: 2026-02-13
---


## 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.

## Contact

- Email: `fernandobetancourtmoreno@gmail.com`
- Phone: `+52 33 2165 4077`
- Location: Guadalajara Metropolitan Area, Mexico
- LinkedIn: [Fernando Betancourt Moreno](https://www.linkedin.com/in/fernando-betancourt-moreno/)
visitor@betancourt.work — bash