I hold a Bachelor's degree in Mathematics from the Federal University of Espírito Santo (UFES), completed in 2011, followed by a Master's degree in Mathematics and a Ph.D. in Computational Engineering from the Federal University of Juiz de Fora (UFJF), completed in 2013 and 2018, respectively.From 2019 to 2021, I worked as a Postdoctoral Researcher in the Postgraduate Program in Computational Modeling (PPGMC/UFJF), where I focused on developing and refining modeling methods in cardiac electrophysiology.Between 2021 and 2022, I served as a Data Scientist at VoxRadar, where I provided consultancy services, delivering comprehensive analyses of media impact across various platforms.Currently, I am a Researcher in Machine Learning and Natural Language Processing within the ReINVenTA group of FrameNet Brasil at the Graduate Program of the Faculty of Letters, Federal University of Juiz de Fora.My areas of expertise include numerical methods, discrete methods, applied mathematics, numerical calculus, and reaction-diffusion modeling.In addition, I am skilled in Backend and Web scraping development, specializing in data extraction, transformation, and loading (ETL). I work extensively with Python, Pandas, MongoDB, SQL, Spark, BeautifulSoup, and other data migration techniques. I also have experience with machine learning frameworks such as PyTorch, applying them in Computer Vision tasks (including ResNet, VGG, and Transfer Learning with ImageNet) and Natural Language Processing.