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Felipe CuetoFC
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Felipe Cueto

@felipecueto

I’m a Data Engineer focused on ETL, cloud data warehouses, and AI-driven pipelines that turn messy data into reliable decisions.

Colombia
Message

What I'm looking for

I’m looking for a data engineering role where I can build reliable ETL and data warehouse pipelines in cloud environments and apply AI (including RAG) responsibly, with strong data governance, quality, and agile collaboration.

I’m a Data Engineer with a background in Electronic and Electrical Engineering and experience turning data into trusted, decision-ready systems. I work across ETL, data modeling, pipelines, and quality practices—especially when I can combine structured data with AI to automate analysis and organization.

At Experis/Promigas, I designed and built Azure data pipelines with centralized data storage, cloud configuration, and API integration. I also developed natural language and speech processing models and built a Retrieval-Augmented Generation system on the Databricks Lakehouse using Apache Spark pipelines.

At Procibernética, I modeled and transformed data for 15+ clients using PySpark, Google Cloud, BigQuery, and BI tools—reducing errors and improving decision-making. I also automated big data quality review and correction on Azure, and leveraged LLMs to extract and classify text from up to 20,000 documents, cutting manual processing time by 65%.

Earlier, as a freelance Data Engineer, I built real-time monitoring and automation solutions for cacao fermentation and programmed an autonomous robot in Python to track and map routes. I’m especially proud of my focus on accuracy (over 99% dataset accuracy) and reliability—backed by governance, auditing, and continuous improvement.

Experience

Work history, roles, and key accomplishments

UA

Freelance Data Engineer

Universidad de los Andes

Aug 2022 - Jun 2023 (10 months)

Built a real-time cacao fermentation monitoring setup with Looker and Google Cloud, capturing 10+ variables per second and reducing sampling time by 70%. Programmed an autonomous Python robot for route tracking/mapping, improving remote navigation efficiency by 90%, and implemented real-time analysis with automatic alerts to reduce human error by 85%.

Education

Degrees, certifications, and relevant coursework

Google Cloud logoGC

Google Cloud

Google Cloud Data Engineer Certification, Data Engineering

Completed the Google Cloud Data Engineer Certification.

Universidad de los Andes logoUA

Universidad de los Andes

Electronics Engineer, Electronics Engineering

Earned an Electronics Engineering degree from Universidad de los Andes.

Universidad de los Andes logoUA

Universidad de los Andes

Electrical Engineer, Electrical Engineering

Earned an Electrical Engineering degree from Universidad de los Andes.

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