Felype Bastos

Experience

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  Lanlink Informática

  Mar 2018 - May 2019

  Machine Learning Intern

  Responsible for creating new models and deploying them on Azure. The group of interns was responsible for the emergence of some projects, among them:Contract closing prediction;Prediction of customer payment date;Recommendation system.In addition, we were responsible for creating and delivering a company-wide course related to Data Science, Deep Learning and numerical methods (in order to bring the know-how to the company).

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  I2A2 - Institut d'Intelligence Artificielle Appliquée

  Jun 2020 - Aug 2021

  Research Student

  The institute selected 40 people from all over Brazil for classes and challenges during the year 2020/2021. Several challenges were overcome during this time, including:Deep Learning (Detection of abnormalities on lung X-ray)Image Processing (Formulating a solution to speed up a company's loading and unloading process)Data Science

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  Instituto de Pesquisas Eldorado

  Apr 2022 - Jul 2023

  Deep Learning Researcher

  Conducted research and development focused on the Visual Question Answering (VQA) research area, which is a multimodal field that combines text and images for feature extraction and model creation. As a result of this work, a survey of the field was published.Made adjustments to the code and refactored the entire project to apply VQA in the medical field. The utilization of the PyTorch Lightning framework was crucial for integrating and comparing various models and metrics. The entire process was logged in MLflow to monitor and manage experiments among developers.Conducted research and development of an efficient solution for sign language detection through mobile devices using videos. For this project, we employed a modified version of MobileNet v2.Studied and experimented with generative models such as Vanilla GANs, Autoencoders, Convolutional Autoencoders, Variational Autoencoders, and state-of-the-art models like StyleGAN-T. Additionally, configured the Docker environment.Participation in project management. Show less

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  Banco do Nordeste do Brasil

  Mar 2024 - Sept 2024

  Mid Data Scientist
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  Axur

  Sept 2024 - now

  Data Scientist