Vandemberg Monteiro
Artificial Intelligence, Machine Learning and Data Science enthusiast, always looking to learn a little more about the area.
Currently pursuing a bachelor's degree in Computer Engineering at Federal University of Ceará.
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Selected projects in data science and machine learning
Posture recognition with classical machine learning and interpretability techniques
Assuming a good posture is crucial to avoid musculoskeletal injuries and promote well-being and comfort for individuals. In this project, i participated using various ML techniques, including: (i) imputation of missing values with KNN, (ii) modelling with XGBoost models, (iii) Bayesian hyperparameter optimization, (iv) interpretation of results with SHAP values
