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🔭 As a Product Designer with 11 years of experience, I specialize in creating user-centered solutions driven by data. My expertise in Design, User Research, Machine Learning, and Data Analysis allows me to deeply understand user behavior and deliver impactful products.
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🏅 I enjoy working with cross-functional teams from initial research to implementation, as the diversity of perspectives and skills enriches the product creation process. This approach allows me to design solutions that are aligned with the real needs of users, clients, and the market.
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Data Analysis: Data Treatment (Pandas, NumPy), Data Analysis, Data Cleaning, Exploratory Data Analysis (EDA), Data Visualization (Matplotlib, Seaborn), Feature Engineering, Statistical Analysis
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Machine Learning Techniques: Time Series, Supervised Learning, Predictive Modeling, Sentiment Analysis, Classification, Regression, Bootstrapping, Model Training (Logistic Regression, Linear Regression, Random Forest, Decision Tree Regressor, Gradient Boosting, XGBoost, LightGBM, CatBoost, Dummy Classifier, etc.)
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Model Evaluation and Metrics: Hyperparameter Tuning, Cross-Validation, Mean Squared Error, Accuracy Score, F1 Score, ROC AUC Score, Confusion Matrix, Recall Score, etc.
And some more...