Guilherme Cardozo Email & Phone Number

LANGUAGESPortuguese (Mother Language). English B2. German A2. French A1. Spanish A1.PROJECTS2017–2019 OctopusICA - AnalystOCTOPUS is a full stack C# program that uses mathematical methods to treat linear andnon-linear restrictions, and has an optimization module that uses Genetic Algorithmsto optimize number and type of wells for a given location. Its interface includes systemwindows, project creation, visualization of optimization graphs and drainage plans, aswell as functionalities created by specialists in the Oil & Gas area.2019–2023 TornadoICA - MaintainerTornado is a python-based REST API designed for extracting and structuring information(text, tables, images, etc.) from documents in PDF format. It consists of a main systemand two micro-services. The project also has a support project (tornado-SD) to processinformation in a distributed way in a cluster with SLURM manager.2019–2020 PatentsSIMICA - Lead DeveloperPatentsSIM is a full-stack python-based tool capable of categorizing patent from abstracts,in a quickly and accurately manner, using a Siamese network algorithm in anapproach that mimics classification based on a previous knowledge of similarity. 2020–2021 NER-BERTICA - Lead DeveloperNER-BERT is a tuned BERT model that is ready to use for named entity recognition andachieves state-of-the-art performance for naming entities and its relationships.2021–2022 MsExtractorICA - Lead DeveloperMsExtractor was developed to extract information from Word and PowerPoint filetypes in a style similar to Tornado output, using a block structure to extract documentinformation, such as object types and contents from pages.2023–2024 ResfinderICA - Lead DeveloperResfinder is a research based in using neural networks for CO2 percentage analysisat Santos Region, in Brazil.

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  Ufrj - Universidade Federal Do Rio De Janeiro

  Electrical, Electronics And Communications Engineering