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Vitor Cavalcante

@vitorcavalcante

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Data engineer specializing in scalable pipelines, automation, and AI-enabled data workflows.

United States

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What I'm looking for

I seek a role building scalable, automated data platforms that enable ML/AI workflows, with strong engineering culture, cloud-first tooling, and opportunities to reduce manual work and increase observability.

I am a results-driven data engineer with strong experience building scalable data pipelines, automation tools, and AI-ready metadata systems across cloud platforms. I have delivered measurable efficiency gains — automating schema generation, reducing manual DDL work, and improving data quality visibility.

My hands-on background spans Python, Java, Spark, Databricks, and major cloud providers (AWS, GCP, Azure), where I optimized ingestion and processing to cut runtime and increase data availability for analytics and ML. I have implemented production ETL frameworks, RESTful APIs, and tooling that enable downstream model fine-tuning and agent-driven automation.

I bring a pragmatic, engineering-first ethos focused on reducing manual work, increasing observability, and enabling AI-driven workflows that empower commercial and analytics teams across multiple countries.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

AB InBev

Aug 2024 - Present (1 year 10 months)

Automated pipeline documentation and lineage to increase data-discovery across 20+ workflows and built a Python schema-generation tool that eliminated 95% of manual DDL scripting, saving 30+ hours/month.

Python SQL Databricks Azure Data Lineage Metadata Management

Partner Integration Developer

Aqfer

Sep 2022 - Aug 2024 (1 year 11 months)

Built high-performance ETL pipelines and backend APIs ingesting 10+ sources to AWS/GCP, reducing processing time by 30% and increasing integration efficiency by 40% while automating ingestion of 1,200+ schema fields for segmentation.

Java Python AWS GCP)ETL Scala Golang Gradle Data Integration GCP

Java Cloud Application Developer

Itlize Global

Apr 2022 - Sep 2022 (5 months)

Designed Spring Boot data pipelines and AWS-backed ingestion/storage solutions, improving resource utilization by 25% and delivering test automation with over 90% code coverage.

Java Spring Boot MySQL AWS ETL Junit Mockito Cloud Applications

Education

Degrees, certifications, and relevant coursework

New York Institute of Technology

Bachelor of Science, Electrical and Computer Engineering

2018 - 2021

Grade: GPA: 3.9, Summa Cum Laude

Completed a Bachelor of Science in Electrical and Computer Engineering with a minor in Applied Mathematics, graduating Summa Cum Laude with a 3.9 GPA.