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Leonardo MarinhoLM
Open to opportunities

Leonardo Marinho

@leonardomarinho

Data Engineer focused on building scalable and reliable data pipelines and platforms that drive business decisions.

Brazil
Message

What I'm looking for

I’m looking for a role where I can own end-to-end data pipelines and analytics delivery, using a modern data stack with dbt, Snowflake, Databricks, Airflow, to build scalable data solutions and products, improve performance/cost, and collaborate with teams that value testing, documentation, and governance.

I’m a data professional who works across the full data lifecycle, from extraction to the consumption layer. I build efficient, scalable ETL/ELT pipelines and analytics solutions that translate raw data into strategic insights and measurable process optimization.

In my current Data Engineer role at Zygon Adtech, I architected an end-to-end ELT pipeline on Google BigQuery and led data modeling with dbt—bringing versioning, governance, automated testing, and documentation into production. I’ve also automated previously manual ingestion workflows (cutting operational time by 60%) and reduced monthly cloud infrastructure costs by ~85% through orchestration migration, while keeping performance and resilience strong.

Previously, as a BI Analyst at Oneway Data, I delivered Power BI dashboards across business areas by building ingestion, validation, transformation, and dimensional modeling. I optimized report performance with refactoring and DAX, reducing load times by 30%, and improved analytical throughput by restructuring databases to cut SQL query execution time by 60%. Outside pure analytics, I’ve developed a strong operational mindset from long-term sound engineering work—treating complex systems with extreme attention to detail, clear priorities, and reliable delivery under pressure.

Experience

Work history, roles, and key accomplishments

ZA
Current

Data Engineer

Zygon Adtech

Aug 2025 - Present (8 months)

Architected and developed an end-to-end ELT pipeline using Google BigQuery and Python, using dbt for versioned, governed transformations with automated testing and documentation. Automated ingestion workflows and reduced operational time by 60%, while migrating orchestration to cut monthly cloud infrastructure costs by ~85% and maintaining high performance and resilience.

OD

BI Analyst

Oneway Data

Nov 2024 - Jul 2025 (8 months)

Built multi-source analytics for the educational sector, delivering Power BI dashboards across Financial, Commercial, and Pedagogical KPIs through validation, transformation, and dimensional modeling. Improved Power BI performance by reducing dashboard load times by 30% and lowered SQL query execution time by 60% through refactoring and efficient modeling.

FR

Sound Engineer

Freelancer

Jan 2014 - Dec 2024 (10 years 11 months)

Managed technical operations for concerts, festivals, and studio sessions, coordinating multidisciplinary teams to deliver complex projects under strict deadlines. Configured and troubleshot real-time audio systems and served as the technical interface between artists/producers and project requirements to ensure consistent final outputs.

Education

Degrees, certifications, and relevant coursework

UN

UNIESP

Associate Degree, Internet Systems

2023 - 2025

Associate degree program in Internet Systems at UNIESP from 2023 to 2025.

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