PROFILE
Uplifting team worker, passionate about technology and determined to deliver quality and meaningful tasks. Intensively learning, never satisfied.
WORK EXPERIENCES
Software Development Engineer @ WhyLabs
2022-Present
- Creator of the LLM container validator with langkit
- Open-source contributor to whylogs and whylabs-toolkit
- Developed integrations with several ML technologies
MLOps Engineer | Data Platform @ AmbevTech
2020-2022
- Designing the end-to-end development lifecycle for Data Science projects, from idea to deployment and monitoring
- Value Creation: Standardized the infrastructure and process for the entire DS development; Deployed an Airflow instance to Kubernetes with Helm; Created a library
to abstract the DAG definition with YAML files.
Machine Learning Engineer | Analytics CSC @ Ambev
2020
- Optimizing the overall performance of our models, refactoring code with OOP and Functional programming,
Dockerized applications, monitoring and deployed our models into production
- Value creation: Deployed ML models as REST APIs with Docker with a DevOps strategy and monitoring
Data Scientist | Analytics CSC @ Ambev
2019-2020
- Created end-to-end Machine Learning models: from business requirements to deployment and lifecycle follow-ups
- Value Creation: RecSys with estimated R$30M business impact; Cash Inflow predictions with ~R$3M impact
Intern @ Lactec
2017-2018
- Optimization of a turbine gas combustor through CFD simulations
- Value Creation: Combustion analysis went from static to the time-dependent domain
Intern @ Fraunhofer Institute
2016-2017
- Implemented a plugin for the pressure control on the software Autodesk Powermill, written in C#.
- Value creation: Eliminated manual editing and design process reduced from 6h to 15min
EDUCATION
Mechanical Engineering - UFPR
2012-2018
Mechanical Engineering - Southern Illinois University Carbondale
2015-2016
COURSES & CERTIFICATES
Nanodegree: ML Engineering with Azure ML @ Udacity
Nov 2020
Bootcamp Data Engineering @ How Bootcamps
Aug 2020
