Sophia has a degree in Computer Science from Anhembi Morumbi University and works as a Data Scientist at Volix, with experience in statistical modeling, building and processing databases and developing machine learning solutions. She has participated in strategic projects focused on pricing, commercial intelligence and market mapping, working on fronts such as data cleaning and structuring, deparas creation and predictive analysis. He has also given Python and Data Science training to companies. He has worked on projects in various sectors such as automotive, industrial, pharmaceutical, food retail and distribution.