Experience

Before specializing in Machine Learning Engineering, I worked as a Software Engineer contributing to production systems in remote and on-site environments. This background strengthened my foundation in backend development, data handling, automation, and containerized workflows - skills I now apply to building and deploying machine learning systems.

Murena Link to heading

Software Engineer - Remote
Mar 2021 - Jun 2022

• Contributed to the development and maintenance of production web systems, including murena.com
• Worked across backend and frontend components, integrating server-side logic with user-facing features
• Built and maintained APIs and application logic using PHP and JavaScript
• Used Python for scripting, automation, and backend-related tasks
• Containerized services and development environments using Docker
• Collaborated in a remote, distributed team using version control and documented workflows
• Improved system reliability through debugging, code reviews, and incremental refactoring of production services

Technologies: Python, PHP, JavaScript, Docker, Linux, Git, REST APIs

UDS Tecnologia Link to heading

Software Engineer (Web) - Maringá, PR, Brazil
Apr 2017 – Jul 2017

• Developed and maintained backend APIs for multiple client-facing systems
• Co-designed and maintained SQL databases, focusing on data integrity and query performance
• Contributed to documentation and code quality improvements
• Worked with Angular and Vanilla JavaScript to integrate frontend components with backend services

Technologies: SQL, JavaScript, Angular, REST APIs, Git, PHP

Detailed machine learning work and experiments are showcased in the Projects section.