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All Projects
A collection of data science, machine learning, and analytics projects I've built.
Sentiment Analysis Engine
Real-time NLP pipeline for customer review sentiment classification using fine-tuned BERT, achieving 94% accuracy.
PythonPyTorchBERTFastAPIDockerPostgreSQL
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Predictive Housing Price Model
Ensemble ML model predicting housing prices with $12.4K MAE using advanced feature engineering and stacking.
PythonScikit-learnXGBoostPandasStreamlitPlotly
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COVID-19 Data Dashboard
Interactive dashboard tracking global COVID-19 trends with time-series analysis and ARIMA forecasting.
PythonDashPlotlyPandasARIMAHeroku
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Image Classification with CNNs
Medical X-ray classification using transfer learning (ResNet50) with GradCAM interpretability, achieving 91% accuracy.
PythonTensorFlowKerasOpenCVGradCAMFlask
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