Felipe S.

Data Engineering

Felipe is a seasoned Data Architect with nearly 20 years of commercial experience, specializing in Data Engineering, Artificial Intelligence, and Database Management.

His expertise spans the full data lifecycle, with a focus on designing scalable, high-performance solutions.

With over 12 years of experience in AWS and 6 years in Azure, Felipe is highly skilled in ETL/ELT processes, Big Data frameworks such as Apache Spark, and data processing with Python. He also brings strong proficiency in Machine Learning and Data Visualization, using tools like Power BI and Tableau to drive insights and business decisions.

Felipe has successfully led international projects across industries including finance, logistics, and real estate, where he has demonstrated strengths in team leadership, mentorship, and automation strategies. Passionate about leveraging data to create business value, he thrives in distributed, high-impact environments and consistently delivers innovative, scalable data architectures.

Main expertise

  • MongoDB
    MongoDB 2 years
  • Data Science 7 years
  • Machine Learning
    Machine Learning 7 years

Other skills

    Felipe

    Felipe S.

    Brazil

    Get started

    Selected experience

    Employment

    • Senior Data Engineer II

      AgileEngine - 7 months

      Responsible for:

      • Designing policies and architecture for Disaster Recovery scenarios
      • Implementation of Data Pipelines from a variety of data sources
      • Implementation of crawlers for the creation of our Data Catalog
      • Design and implementation of our Data Lake
      • Enabling future-proof access of our data within our Data Lake
      • Implementation of Large Language Models for documents classification
      • Implementation of AI-enabled self-service BI
      • Defining a life-cycle for Data Science projects: Analysis, Feature Engineering, Model Training, Model Evaluation, Model Deploy, Model Monitoring

      Tech Stack:

      • AWS S3
      • Glue Data Catalog
      • Glue Jobs
      • Apache Airflow
      • AWS Redshift
      • AWS Athena
      • AWS Lambda
      • AWS Data Migration Service
        • Python
        • AWS Quicksight Q

      Technologies:

      • Technologies:
      • AWS Lambda AWS Lambda
      • AWS S3 AWS S3
      • Python Python
      • AWS AWS

    • Senior Data Engineer

      Lumenalta (formerly Clevertech) - 3 years 8 months

      Responsible for:

      • Leading a team of Data Engineers
      • Managing stakeholders expectations and backlog
      • Implementation of Data Pipelines from a variety of data sources
      • Implementation of crawlers for the creation of our Data Catalog
      • Design and implementation of our Data Lake
      • Enabling future-proof access of our data within our Data Lake
      • Data Product Management
      • Reducing 50% of costs in cloud databases for our clients
      • Developing data solutions for companies in Construction, Ecommerce, Finance, Logistics

      Tech Stack:

      • AWS S3
      • Glue Data Catalog
      • Glue Jobs
      • Apache Airflow
      • AWS Redshift
      • AWS Athena
      • AWS Lambda
      • AWS Data Migration Service
      • Flyway
      • Python
      • Databricks
      • Azure Data Factory

      Technologies:

      • Technologies:
      • AWS Lambda AWS Lambda
      • AWS S3 AWS S3
      • Databricks Databricks
      • Python Python

    • Data & Analytics Leader

      CI&T - 11 months

      Responsible for:

      • Managing stakeholders expectations and backlog
      • Implementation of Data Pipelines from a variety of data sources
      • Implementation of crawlers for the creation of our Data Catalog
      • Design and implementation of our Data Lake
      • Design and implementation of our Data Warehouse
      • Using Machine Learning to classify feedback from customers
      • Developing data solutions for companies in Chemical Industry, Education

      Tech Stack:

      • Microsoft Azure
      • Tableau
      • Python
      • Machine Learning
      • PowerBI

      Technologies:

      • Technologies:
      • Python Python
      • AWS AWS

    • Machine Learning Engineer

      Daitan Group - 1 year 6 months

      Responsible for:

      • Implementation of Data Science models
      • Creation of Machine Learning models for Fraud Detection
      • Creation of a Data Science Academy for Software Engineers
      • Implementation of Data Pipelines from a variety of data sources
      • Implementation of crawlers for the creation of our Data Catalog
      • Design and implementation of our Data Lake
      • Design and implementation of our Data Warehouse
      • Developing data solutions for companies in Telecom, Finance

      Tech Stack:

      • Machine Learning
      • Feature Engineering
      • Model Fitting
      • Python
      • R
      • AWS API Gateway
      • AWS Step Functions
      • AWS Lambda
      • Apache Spark
      • Apache Livy
      • AWS SageMaker
      • AWS SNS
      • AWS SQS
      • MongoDB
      • PostgreSQL
      • Ansible

      Technologies:

      • Technologies:
      • MongoDB MongoDB
      • Machine Learning Machine Learning
      • Apache Kafka Apache Kafka
      • AWS Lambda AWS Lambda
      • Python Python
      • Apache Spark Apache Spark
      • PostgreSQL PostgreSQL

    • Data Specialist

      Dextra - 2 years 6 months

      Responsible for:

      • Design and implementation of Data Architectures
      • Design and implementation of Disaster Recovery Architecture
      • Design and implementation of High Availability Architecture
      • Relational Database Support for our clients
      • Data Environment Checkup
      • Being a Certified PostgreSQL instructor
      • Design and implementation of Dashboards
      • Leading the Database Team
      • Being an intrapreneur managing Marketing, Sales, Ops and Customer Success

      Tech Stack:

      • Architecture Performance & Stress Test
      • Data Engineering
      • Descriptive Analysis
      • Diagnostic Analysis
      • NoSQL Databases
      • R
      • Python
      • PowerBI
      • Kibana
      • Relational Databases
      • Business Intelligence
      • DevOps
      • PostgreSQL
      • Oracle
      • SQL Server
      • MySQL
      • PostGIS

      Technologies:

      • Technologies:
      • Microsoft Power BI Microsoft Power BI
      • Python Python
      • PostgreSQL PostgreSQL
      • MySQL MySQL

    • Data Specialist

      Movile - 1 year 6 months

      Responsible for:

      • Databases Implementation and Maintenance
      • 24x7 support for critical systems
      • Implementation of Data Pipelines from a variety of data sources
      • Design and implementation of our Data Warehouse
      • Database performance tuning
      • Queries performance tuning
      • Design and implementation of Dashboards
      • Mentoring of junior employees

      Tech Stack:

      • Databases: Oracle / PostgreSQL / SQL Server / MySQL / Redshift
      • Development: SQL, T­SQL, PG­SQL,PL/SQL
      • DevOps: Jenkins, AWS

      Technologies:

      • Technologies:
      • SQL SQL
      • PostgreSQL PostgreSQL
      • MySQL MySQL

    Education

    • Standalone courseArtificial Intelligence

      UNICAMP · 2018 - 2018

    • BSc.Executive MBA, IT Management

      FGV - Fundação Getulio Vargas · 2010 - 2012

    • BSc.Bachelor's degree, Computer Systems Analysis

      Catholic University of Campinas · 2006 - 2009

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