Resume

Data engineering and BI reporting

A concise view of experience, strengths, and focus areas.

Matheus Cabral

Lisbon, Portugal

hello@matheuscabral.dev

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Summary

ETL pipelines and KPI reporting

Data Engineer specialized in end-to-end data delivery: ingesting and transforming data with Python, PySpark, SQL, and Databricks, then turning it into actionable KPI reporting in Power BI. I work directly with stakeholders to clarify requirements, define metrics, and ship maintainable pipelines with data quality checks, monitoring, and clear documentation.

Experience

Roles

11/2023 - Present

Data Engineer

BNP Paribas Lisbon, Portugal

Design and maintain ETL pipelines in Python, PySpark, and SQL, plus Power BI dashboards for finance and management.

08/2021 - 10/2023

Data Engineer

Protegrity Lisbon, Portugal

Built Databricks ETL workflows and cross-team dashboards for revenue, pipeline, and product usage KPIs.

11/2020 - 08/2021

Data Analyst

Megabeetle - Branding Agency Lisbon, Portugal

Produced performance reports and supported a SQL case management tool for insolvency workflows.

Skills

Capabilities

Core competencies

  • Ship reliable ETL/ELT pipelines in Python/PySpark/SQL (batch + incremental).
  • Model analytics-ready data with validated metrics and clear definitions.
  • Optimize Spark performance (partitioning, shuffles, and I/O) for scalable runs.
  • Deliver KPI-ready datasets powering Power BI/Tableau reporting.
  • Raise quality & maintainability via monitoring and modular Databricks refactors.

Technical toolkit

Primary stack + supporting tools I ship with.

Primary stack

  • Python
  • PySpark
  • SQL
  • Databricks
  • Power BI
Data processing
PySpark Spark SQL
Pipelines
ETL ELT Data Pipelines
Modeling
Dimensional Modeling Star Schema KPI Definitions
Analytics & reporting
Power BI Power BI Service Tableau Dashboards & Reporting
Python libs
Pandas NumPy
Collaboration
Git GitHub Bitbucket
Education

Background

01/2020 - 03/2020

Data Analytics Intensive Bootcamp

Ironhack, Lisbon Campus Lisbon, Portugal

Intensive bootcamp focused on Python, SQL, statistics, machine learning and data visualization, with hands-on projects using BI tools such as Tableau.

10/2015 - 09/2019

Law Degree

NOVA School of Law Lisbon, Portugal

Comprehensive training in core areas of law (civil, criminal, administrative, commercial), complemented by a postgraduate specialization in digital evidence in criminal proceedings.

Languages

Spoken languages

Portuguese C2 100/100
English C2 100/100
French B1 60/100
Spanish B1 60/100
Interests

Outside of work

I recharge with travel, photography, RPGs, and learning languages.

  • Travel City breaks & food
  • Photography Street / landscapes
  • Japan & anime Culture + seasonal picks
  • Gaming RPGs, co-op (Xbox)
  • Apple ecosystem Personal tech & setups
  • Language learning French learner