I am an Engineer
I am an experienced Researcher and Machine Learning Engineer with a Ph.D. in Electrical Engineering (Applied Computing) with more than 5 years of practical work in design and build of scalable machine learning solutions on top of the open-source and enterprise products.
My specialties are:
- Machine Learning Operations (MLOps) to unify the release cycle for machine learning and software application.
- Build data and ML pipelines with Airflow and Kubeflow;
- Automated testing of machine learning artifacts (e.g. data validation, ML model testing, and ML model integration testing)
- Deploy Machine Learning solution in the Cloud (GPC and AWS) or on-premises;
- Build Machine Learning models to solve Classification, Regression and Computer Vision problems;
- Build APIs for operationalizing your models and analytics;
- Containerized Machine Learning solutions to runs in docker and kubernetes;
- Python development with several ML frameworks (Pytorch, TensorFlow, Keras, scikit-learn etc.);
- Data Version Control with DVC;
- Code versioning with Github/GitLab/BitBucket;
If you want to know more about my Experience and Education, check out my LinkedIn profile.
I am Human
Besides working on my projects, I am a husband and father of two beautiful princesses.
Currently, I am based in sunny Belém, Brazil.
Also, I love to read books, play video games and I am starting to practice writing here on this blog.
Finally, I am always seeking to be inspired, to envision the unlikely, to work hard for things that are worth it, and to be surrounded by those who bring out the best in me.
Say hi on Twitter @cpatrickalves