Open to opportunities

Jorge Guerrero

@jorgegro1999

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Data engineer and analyst focused on reliable ETL/ELT pipelines, data quality, and actionable dashboards.

Mexico

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What I'm looking for

I’m looking to apply my data engineering and data quality strengths in a manufacturing-focused environment, building reliable pipelines and dashboards. I want to automate reporting, improve dataset trust, and grow by supporting analytics and AI/ML-ready feature preparation.

I’m a bilingual Computer Engineer with 3+ years designing and supporting data pipelines, ETL/ELT workflows, and analytics platforms. I prepare high-quality datasets for business intelligence, reporting, and AI/ML model development, and I’m especially strong at identifying data anomalies and implementing automated quality checks.

In my roles, I built BigQuery-driven ingestion and transformation pipelines and delivered near real-time operational visibility through Metabase dashboards. I also developed AI evaluation pipelines and automated validation routines using MySQL and BigQuery, then translated findings into clear next steps for cross-functional teams in English and Spanish.

Experience

Work history, roles, and key accomplishments

Data & BI Lead Manager

Ruba International Services LLC

Oct 2022 - Jul 2025 (2 years 9 months)

Designed and maintained BigQuery data pipelines for batch ingestion and transformation of operational data to support executive reporting. Built Metabase KPI/anomaly dashboards with near real-time visibility and implemented automated data quality and anomaly detection for reliable downstream analytics.

BigQuery ETL ELT Data Quality Anomaly Detection Metabase Python Excel Automation Data Pipelines KPIs

AI Data Pipeline & Quality Engineer

Telus International AI

Mar 2024 - Feb 2025 (11 months)

Built AI evaluation pipelines to ingest, process, and quality-check model outputs at scale to support ML training and validation. Implemented automated data validation in MySQL/BigQuery, developed Metabase monitoring dashboards, and used Python for transformation, cleaning, and API integration.

Metabase API Integration data transformation Python MySQL BigQuery Data Validation AI Evaluation

Operations & Data Deputy Manager

Transporte Tres Rios

Jan 2024 - Oct 2024 (9 months)

Maintained MySQL operational databases for sales, logistics, and finance by writing queries, automating record updates, and performing data mining for management reporting. Built Metabase dashboards for monthly expenses and operational KPIs and resolved data discrepancies through structured analysis.

MySQL Database Queries Data Mining Operational Reporting Metabase KPI Tracking Automation Data Analysis

Database & Systems IT Administrator

Ruba International Services LLC

Jun 2022 - Jan 2024 (1 year 7 months)

Administered and optimized MySQL databases to ensure data integrity, performance, and availability for core business operations. Supported digital transformation by designing data pipeline architectures, writing SQL automation scripts, and resolving database anomalies and critical system issues.

MySQL Administration Data Integrity Database Performance Tuning Data Pipeline Architecture Data Anomalies Microsoft 365 Data Infrastructure Support