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Universidade de São Paulo (USP). Faculdade de Economia, Administração e Contabilidade de Ribeirão Preto (FEARP) (Institutional affiliation from the last research proposal) Birthplace: Brazil
PhD in Computer Science. Passionate about new challenges and the opportunity to apply knowledge. Researcher in data science, machine learning, LLMs, SLMs, and data mining. Graduate in Systems Analysis and Development, with a specialization in Entrepreneurial Education and Project Management, a Masters in Computational Modeling of Knowledge, and a postdoctoral degree in social data analysis using Big Data. (Source: Lattes Curriculum)
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This project investigates the application of advanced Artificial Intelligence techniques, especially Large Language Models (LLMs), in the identification, analysis, and systematization of decision-making patterns within the Judiciary and administrative spheres. By employing approaches such as Natural Language Processing (NLP), machine learning, and legal text mining, the study aims to map …
The project aims to develop of a Social Data Analysis Framework, notably mobilizing criminal records and applying descriptive computational techniques, such as: associative algorithms, extraction of decision tree rules, among others. The methods and instruments presented in the work will provide the discovery of patterns, enabling a guided way to identify similarities between recurrent si…
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