Summary
Overview
Work History
Education
Skills
Certification
Timeline
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Fernanda Ribeiro de Almeida

Data Engineer

Summary

Results-driven Data Engineer with expertise in cloud data platforms, data warehousing, and scalable pipeline design. Experienced in architecting end-to-end data solutions with DBT, Apache Spark, Terraform, and GCP. Proven ability to optimize performance, ensure data quality, and deliver impactful infrastructure.

Overview

5
5
years of professional experience
3
3
Certifications
2
2
Languages

Work History

Data Engineer

Feedback Company
12.2024 - Current
  • Sole Data Engineer responsible for the entire data infrastructure of the reviews platform.
  • Reduced API response times from approximately 6 seconds to milliseconds by deploying low-latency MongoDB layers.
  • Built high-performance end-to-end ETL/ELT pipelines for data migration across different data warehouses, such as SQL server, MySQL, BigQuery and MongoDB.
  • Optimized data warehousing on BigQuery with DBT (partitioning, clustering, incremental loads).
  • Automated deployments with Terraform and GitHub Actions, enabling faster delivery.

Consultant Data Engineer

Claranet
02.2023 - 12.2024
  • Contributed to NOS’ migration to GCP under data mesh principles.
  • Authored lifecycle guidelines for data product creation (Terraform, DBT, CI/CD, DAGs).
  • Built a Terraform-based ingestion app enabling business teams to load data into BigQuery.
  • Implemented data contracts for quality and consistency.
  • Supported Spark adoption on Dataproc, improving large-scale data processing.

Junior Data Engineer

Lovys
06.2022 - 02.2023
  • Developed and optimized Python ETL pipelines for analytics.
  • Enhanced CI/CD workflows, reducing deployment time and improving code quality.

Research Intern

Fraunhofer AICOS
01.2021 - 01.2022
  • Master thesis: Researched causal discovery for forecasting using ICU time series data (MIMIC III).
  • Conducted data science research on time series and motion analysis with IMU sensors.
  • Contributed to scientific publications and recommendations for further research.

Education

Master - Medical Technology & Healthcare Business

Euro-Asian Master Program Hamburg University of Applied Sciences
01.2022

Bachelor - Biomedical Engineering

Universidade Federal de Uberlândia
01.2019

Skills

Cloud & Platforms: Google Cloud Platform (BigQuery, Dataproc, Pub/Sub, Cloud Run), Microsoft SQL Server, MongoDB

Data Engineering: Apache Spark, Dataflow, DBT, Python, SQL

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Certification

GCP Associate Cloud Engineer

Timeline

Data Engineer

Feedback Company
12.2024 - Current

Consultant Data Engineer

Claranet
02.2023 - 12.2024

Junior Data Engineer

Lovys
06.2022 - 02.2023

Research Intern

Fraunhofer AICOS
01.2021 - 01.2022

Bachelor - Biomedical Engineering

Universidade Federal de Uberlândia

Master - Medical Technology & Healthcare Business

Euro-Asian Master Program Hamburg University of Applied Sciences

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Fernanda Ribeiro de AlmeidaData Engineer