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Felipe MarraFM
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Felipe Marra

@felipemarra

Data Engineer at Riachuelo who used LLM agents to document 6,000 legacy jobs and pipelines, cutting maintenance from days to hours.

Brazil
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At Riachuelo, I created a Databricks app to document approximately 6,000 legacy jobs and pipelines using an ETL pipeline with multiple LLM agents and Databricks Genie. The work reduced maintenance time and simplified debugging from days to hours.

I also developed an AI-powered pipeline that cataloged over 55,000 tables in Unity Catalog, and built financial dashboards to track cloud costs. Previously, I co-developed an e-commerce predictive routing model that reduced shipping costs by 15%, and at Safra I automated form processing routines, cutting processing time by 80%.

Experience

Work history, roles, and key accomplishments

RI

Data Engineer and Data Governance - AI

Riachuelo

May 2025 - Aug 2026 (1 year 3 months)

Created a dynamic Databricks website/app to document approximately 6,000 legacy jobs and pipelines by engineering an ETL pipeline using multiple LLM agents and the Databricks Genie within 3 months, reducing maintenance time and simplifying the debugging process from days to hours. Mapped and cataloged over 55,000 data tables into the Data Lake Unity Catalog by developing an AI-powered data pipelin

RI

Data Science and Engineering Strategist

Riachuelo

Feb 2024 - Apr 2025 (1 year 2 months)

Tested business hypotheses using Python, PySpark, and SQL to optimize complex scalable ETL/ELT pipelines. Evaluated and disproved an inefficient supply chain hypothesis by conducting a data-driven study on product distribution, preventing a projected increase in deadstock and unsellable goods.

RI

Data Project Manager / Data Engineer

Riachuelo

Jan 2022 - Jan 2024 (2 years)

Optimized product distribution and phygital stock management strategies by leveraging advanced data models. Developed data pipelines for retail item characterization and performance tracking to support business decision-making.

RI

Product Owner / Data Engineer

Riachuelo

Apr 2021 - Dec 2021 (8 months)

Coordinated the development of an e-commerce predictive routing model, reducing shipping costs by 15%. Co-developed and maintained scalable ETL pipelines utilizing Azure Data Factory (ADF) and Databricks.

SA

Senior Data Analyst

Safra

May 2020 - Mar 2021 (10 months)

Automated manual routines using Python and Selenium web scraping, cutting form-processing time by 80%. Engineered the core vehicle financing engine and updated credit indicators via SQL routines.

MA

Business Intelligence Analyst

Magalu

Sep 2019 - Apr 2020 (7 months)

Architected real-time stockout management algorithms for Black Friday, successfully achieving a 0% stockout rate. Developed complex data visualization projects and dashboards using Tableau, BigQuery, and Oracle SQL.

Education

Degrees, certifications, and relevant coursework

XE

XP Educação

Master of Business Administration (MBA), Machine Learning

2022 - 2023

Pursued an MBA in Machine Learning, focusing on advanced machine learning techniques and applications.

UJ

Uninove - Universidade Nove de Julho

Bachelor's Degree, Data Science

2021 - 2022

Completed a Bachelor's Degree in Data Science, covering data analysis, statistics, and machine learning fundamentals.

UU

Universidade Federal de São Carlos (UFSCar)

Engineer's Degree, Materials Engineering

2010 - 2015

Earned an Engineer's Degree in Materials Engineering, with a focus on materials science and engineering principles.

UP

UW-Stout Polytechnic

Manufacturing Engineering and Materials Science

2013 - 2014

Studied Manufacturing Engineering and Materials Science as part of an exchange program.

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