Summary
Who is Eduardo?
Positions
Skills Languages
Bootcamps Education
Voluteer Activities
Who is Eduardo?
Software Engineer and Machine Learning Engineer. Worked in a strong management consulting firm in Brazil across different areas, from software engineering to data related tasks. Got experience building monolithic applications, building and maintaining data pipelines , analysing high-volume data, requirements gathering and cloud tools (Google Cloud Platform, GIT). Love learning new tools every day. If I do not know something, I will learn it.
Positions
Machine Learning Engineer
Kunumi | September 2020 - Present
Machine Learning Engineer Intern
Aquila | July 2019 - May 2020
- Developed and automated data pipelines reducing R$20.000/month in expenses (Google Cloud Platform).
- Developed analytic skills and attention for details by analysing high-volume data.
- Follow Agile Mindset. DevOps automation. Basic System Architecture.
- Planned the ETL architecture of projects worth R$2M.
- Improved the performance of code by 17% using OOP best practices,SQL queries redesign and Dask library.
- Implemented and managed machine learning models using Scikit-Learn, Pandas, Numpy and Dask.
- Implemented and managed statistical models using Statsmodels.
- Integrated BI tools to BigQuery Data Warehouse and designed basic dashboards using PowerBI.
- Modeled data in Data Warehouse (BigQuery)
- PDCA methodology
Software Enginner Intern
Aquila | July 2018 - December 2018
- Built a monolithic application in Ruby for internal ticket management.
- Improved the software reliability by 20% implementing software engineering best practices like TDD, OOP, Data. Structures and Clean Code.
- Improved performance in internal products, validating and reducing time of database queries.
Skills
| Hard Skills | Soft Skills |
|---|---|
| Python | Problem Solving |
| Ruby | Communication |
| Scala | Teamwork |
| Spark | Proactive |
| PySpark | Oratory |
| SQL | Challenge Motivated |
| JavaScript | Project Management |
| Machine Learning | Critical Observation |
| Statistics | Adaptability |
| Numpy | Self Taught |
| Pandas | Resilient |
| Jupyter | Joyful Person |
| Node | |
| HTML | |
| CSS | |
| SQL | |
| Ruby on Rails | |
| Express | |
| Git | |
| Linux | |
| Bash Scripting | |
| Google Cloud Platform |
Languages
| Language | Level | Certificate |
|---|---|---|
| Portuguese | Native | |
| English | Advanced | Cambridge English: Advanced (CAE) |
| German | Basic |
Bootcamps
AceleraDev Java
Codenation | June 2020 - August 2020
- Hands-on program to teach the core principles of object oriented programming, Spring Boot, Spring Data, Hibernate JPA, REST principles, SOLID principles, Clean Code, TDD, CI/CD, Swagger and Java language.
AceleraDev Data Science
Codenation | April 2020 - June 2020
- Hands-on program to teach from technical to business applications of data science and its core principles
- Data preprocessing using python; Exploratory data analysis; Statistics for data science; Feature Engineering; Regression; Classification
Education
| School | Year | Major | Minor |
|---|---|---|---|
| Centro Federal de Educação Tecnológica de Minas Gerais | 2017-2020 | Computer Engineering | Machine Learning |
Voluteer Activities
Teacher’s Assistant - Machine Learning
Centro Federal de Educação Tecnológica de Minas Gerais | August 2019 - December 2019
Responsible for implementing and testing Machine Learning models, with emphasis on Deep Learning techniques.