Rafaela Castro Email & Phone Number

Rio De Janeiro, Rj, Br

Rio De Janeiro, Rj, Br

Rio De Janeiro, Brasil

I managed the new AI team at TRF2 and one of my main goals was to create synergy in the team that had diverse skills.In 8 months we put an AI system in production helping to improve the lawsuit workflow.To this end, I defined a technical strategy, provided guidance, and also developed with the team an end-to-end machine learning system, from data collection and processing to ML code and model deployment.Stack: Python, FastAPI, Spacy, Vue/Nuxt, Docker, Elasticsearch

Rio De Janeiro E Região, Brasil

I was a member of the Data Management team that was responsible for creating a single view of the key data used in the institution. I co-created a solution for data extraction and analysis. Stack: Python, Apache Drill, Apache Nifi, Apache Spark, Shell script (Linux), SQL, Ansible

Rio De Janeiro E Região, Brasil

The Tribunal Regional Federal is a public institution responsible for lawsuits at the federal level. I was part of the IT team that develop and maintain an open source project for IT Service Desk and Service Knowledge Management System.Stack: Vraptor (MVC framework for Java), JPA and Hibernate, JBoss, Git, Maven, Oracle, Javascript (Jquery, Angular).

Rio De Janeiro, Brazil

I assist Prof. Eduardo Bezerra, researching short-term regional weather forecasting using radar data. I also collaborate with research studies and support the supervision of an undergraduate student. The research focuses on evaluating deep learning architectures, especially CNN and Transformers, to perform analysis and prediction of spatiotemporal data.Stack: Python, PyTorch, Xarray, Scikit-learn

Master Of Science - Ms, Data Mining And Machine Learning

Bachelor In Computer Science, Computer And Information Sciences And Support Services