Open to opportunities

Martin Torres

@martintorres1

Message

I build reliable cloud data pipelines and ML-ready datasets for enterprise analytics.

Colombia

Message

What I'm looking for

I'm looking to build governed, scalable cloud data platforms and ML-ready datasets, collaborating remotely with global teams on complex analytics, finance, and operational data challenges.

At Kronia, I build Python-based ETL/ELT pipelines that bring financial, ERP, and industrial IoT data into Snowflake and Databricks with traceability, auditability, and strong quality controls. For Bimbo, I modeled high-volume production telemetry at reading-interval grain so operations teams can consistently analyze downtime and throughput across plants.

Previously at Globant, I built and optimized Python, PySpark, SQL, and Airflow pipelines for Disney/Hulu finance analytics across AWS and Azure. I enjoy turning complex business needs into governed, well-documented data products, from dimensional models and cloud migrations to production support and ML-ready datasets.

Experience

Work history, roles, and key accomplishments

Current

Senior Data Engineer

Current

Kronia

Jun 2025 - Present (1 year 2 months)

Design, develop, and maintain scalable Python-based ETL/ELT pipelines feeding enterprise financial and ERP data into Snowflake, ensuring traceability and auditability. Built ETL pipelines and dimensional data models on Databricks for high-volume sensor telemetry, and implemented data quality and validation mechanisms throughout the pipeline.