Data Engineer and Data Integration Specialist with 5+ years of experience delivering end-to-end data solutions. Expertise in the full lifecycle of data, from building complex ETL/ELT pipelines and large-scale ingestion (Cloud/On-premise) to designing governed data models on Medallion Architecture (Bronze/Silver/Gold).
- End-to-End Leadership: Architected a centralized Python-based 'Bots Unit' micro-service that standardized data extraction from 20+ sources, reducing technical debt by 30% and improving ingestion uptime to 80%.
- Reverse Engineering: Applied techniques to identify website structures and internal consumptions (static, dynamic, API consumption).
- Cloud Deployment: Designed and deployed REST and SOAP APIs using Google Cloud Run for physician validation, improving data quality via automated HTTP requests.
- Technical Mentorship: Trained the Data Management team in Snowflake, Python, and IICS, raising the technical level of ETL developments.
- Global Integration (LATAM): Orchestrated ingestion pipelines in IICS to integrate heterogeneous sources across Commercial, Incentives, CRM, and Operations for Argentina, Colombia, and Mexico.
- GenAI Data Architecture: Redesigned LATAM Audit infrastructure with an LLM-Integrated Semantic Data Layer, reducing manual reporting time by 50%.
- Reporting Systems: Designed and maintained scalable production reporting for banana operations using Excel (Power Query/Pivot) and Power BI.
- Data Integration: Developed workflows using SQL and ETL to consolidate agricultural and financial data.
- Payroll Automation: Automated payroll generation through dynamic data validation, ensuring 100% consistency.
| Project Name | Description | Tech Stack | Link |
|---|---|---|---|
| Client Automated HTTP | Proyecto técnico de cliente HTTP automatizado con web scraping, proceso ETL e informes. | Python, Pentaho, SQLite | View Repo 🔗 |
| YouTube Web Scraper | Advanced data extraction and metadata analysis. | Selenium, BeautifulSoup | View Repo 🔗 |
| Data Warehouse Medallion | Implementation of Bronze/Silver/Gold layers. | SQL, dbt, Snowflake | View Repo 🔗 |
- Master's in Information Systems & BI - Univ. Ecotec (2022).
- Systems Engineer - Univ. Técnica de Babahoyo (2019).
- English: Professional Working Proficiency (B1-B2).
- Spanish: Native.