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House-Price-Prediction
House-Price-Prediction PublicAn end-to-end Machine Learning project that predicts house prices using Scikit-Learn. The project includes data preprocessing, model training, hyperparameter tuning, explainability, a FastAPI REST …
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Customer-Churn-Prediction
Customer-Churn-Prediction PublicEnd-to-end Machine Learning project that predicts customer churn using Gradient Boosting and provides predictions through a FastAPI REST API with a Streamlit dashboard.
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credit-card-fraud-detection
credit-card-fraud-detection PublicAn end-to-end machine learning application that detects fraudulent credit card transactions using supervised learning, advanced imbalance handling techniques, explainable AI, and a production-ready…
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loan-default-prediction
loan-default-prediction PublicAn end-to-end machine learning application that predicts loan default using ML models, explainable AI, and a production-ready deployment with FastAPI and Streamlit. This is one of the most common u…
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Retail_Sales_Forecasting
Retail_Sales_Forecasting PublicRetail Sales Forecasting | Python, Scikit-learn, FastAPI, Streamlit, Docker Use 3 bullets: Developed an end-to-end retail sales forecasting pipeline using temporal, lag, rolling, promotion, and hol…
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sentiment-analysis-nlp
sentiment-analysis-nlp PublicEnd-to-end NLP project that classifies financial news sentences as **positive**, **neutral**, or **negative** from the perspective of likely stock-price impact — comparing a classic ML baseline aga…
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