He is a highly skilled Electrical Engineer and Data Science professional currently pursuing a PhD in Computer Science. She possesses strong expertise in data science, electrical maintenance, and telecommunications, demonstrated by her contributions to the noWorkflow tool for computational reproducibility, mentoring over 300 students per semester, and playing a key role in developing the fiber optic network for the 2016 Olympic Games. A significant career achievement includes leading the first predictive maintenance project for medium- and high-voltage substations at a major research center (CEPEL), a system still in use today. Her technical proficiency spans Python, R, SQL, AutoCAD, Docker, and Power BI, with advanced skills in statistical analysis and predictive modeling. Fluent in Portuguese and English with advanced Spanish, she is currently a Professor teaching technology and data science courses and is based in California, USA.