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portfolio
portfolio PublicForked from pages-themes/minimal
Minimal is a Jekyll theme for GitHub Pages
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urban-mobility-demand-forecasting
urban-mobility-demand-forecasting PublicDemand forecasting system for shared-bike services using Multiple Linear Regression, feature engineering and statistical validation techniques.
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housing-price-prediction-ridge-lasso
housing-price-prediction-ridge-lasso PublicPredictive modeling of residential property prices using Ridge and Lasso Regression with hyperparameter tuning, feature selection and regularization.
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telecom-customer-churn-prediction
telecom-customer-churn-prediction PublicEnd-to-end churn prediction framework using Logistic Regression, PCA, SMOTE, Random Forest, AdaBoost, and XGBoost for customer retention analytics.
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medical-entity-extraction-crf
medical-entity-extraction-crf PublicMedical Named Entity Recognition (NER) and disease-treatment extraction using Conditional Random Fields (CRF) and linguistic feature engineering.
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customer-complaint-topic-modeling
customer-complaint-topic-modeling PublicCustomer complaint classification using NLP, NMF topic modeling, TF-IDF, and supervised machine learning for intelligent ticket routing.
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