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henriquepmartins/README.md

enthusiast of machine learning, ai, and software development.


working across

machine learning · data analysis · predictive modeling · api development · data pipelines


proficient in

python · pandas · numpy · scikit-learn · sql · git · docker · fastapi · databricks · postgresql · mlflow

linkedin · henriquepermartins@gmail.com

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  1. credit-score-predict credit-score-predict Public

    Predição de pontuação de crédito com Random Forest Classifier. Pipeline completo: EDA → pré-processamento → treinamento → avaliação com validação cruzada estratificada.

    Jupyter Notebook

  2. coffee-prediction-analysis coffee-prediction-analysis Public

    Análise de vendas de café com ML: modelos XGBoost para classificação binária e hierárquica. Features temporais, climáticas e de pagamento. EDA completo, treinamento, visualizações e avaliação de mo…

    Jupyter Notebook

  3. deep-fake-detection deep-fake-detection Public

    Sistema de detecção de deepfakes combinando CNN convolucional (MesoNet-4), análise espectral (FFT), detecção de bordas (Laplaciano), fluxo óptico e segmentação HSV.

    Jupyter Notebook

  4. loyalty-predict loyalty-predict Public

    A complete data science solution to detect engagement gain or loss. It defines user lifecycle, analyzes clusters, and trains a machine learning model to predict shifts. Includes data pipelines, fea…

    Python