Breno Lima

Experience

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  Federal University of Technology - Parana

  Aug 2020 - Jul 2021

  Scientific Researcher

  - Pandas - Numpy- Scikit-learning - Matplotlib. - Data manipulation- Understanding different machine learning models- Evaluation of the modelsDetection of network traffic anomalies using supervised machine learning models.At the end of the research, real data collected were treated to feed them into different models that once was evaluated, completed the research.Paper presented at the XXVI Seminar on Scientific and Technological Initiation (SICITE) at UTFPR.Project guided by Professor Dr. Luiz Fernando Carvalho.The data was provided by the University of New Brunswick. Show less

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  Federal University of Technology - Parana

  Jul 2023 - Apr 2024

  Data Science bootcamp

  - Tasks covering topics of generative AI, Deep learning, Natural Language Processing (NLP), Computer vision and supervised models;- Mapping and literature revision for the final project;- Creation, labeling and processing an original dataset;- Proposal of a new method in the area to improve the dataset;- Training of a Computer Vision model on the data;- Validation of the solution with a real company, leading to the creation of a product.

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  Pixlog

  May 2024 - Oct 2024

  Flutter Developer

  - User interface development with Flutter;- Implementation of features and integration with RESTful APIs;- Use of Git and Github version control tools;- Bug fixing and code maintenance to optimize performance;- Collaboration with design and backend teams to integrate solutions;- Active participation in the agile methodology, continuously improving team processes;- Definition and implementation of best coding and design practices.