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1. AI-Smart-Shop-Assistant AI-Smart-Shop-Assistant Public

   A Semantic Search Engine that solves the "Vocabulary Mismatch" problem. Uses Transformers (BERT) to match User Intent rather than Keywords. Features an AI Happiness Score for quality-first ranking.

   Jupyter Notebook

2. BERT---LSTM-Sentiment BERT---LSTM-Sentiment Public

   Comparative study of LSTM vs. BERT for Sentiment Analysis. Proves BERT achieves 88.2% accuracy while LSTM offers superior real-time efficiency. 📄 Published in IJISCT (2025).

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3. Deep-Learning-Churn-Risk Deep-Learning-Churn-Risk Public

   End-to-End Deep Learning system for Churn Prediction. Powered by an Artificial Neural Network (ANN) built with TensorFlow and deployed on Streamlit.

   Jupyter Notebook

4. DermaVision-Multimodal-AI DermaVision-Multimodal-AI Public

   Multimodal Skin Lesion Classifier. Fuses ResNet50 (Imaging) with Clinical Metadata (Age/Location) to detect Melanoma. Deployed on Streamlit.

   Jupyter Notebook

5. Diabetes-Risk-Prediction Diabetes-Risk-Prediction Public

   A deployed machine learning application for real-time diabetes risk assessment. Features a Gaussian Naive Bayes model, selected via rigorous comparative analysis of probabilistic classifiers.

   Jupyter Notebook

6. NextGen-Customer-Retention NextGen-Customer-Retention Public

   Official implementation of "Next-Gen Customer Retention". A Stacked Ensemble Churn Prediction model achieving 98.1% accuracy. Introduces the Latency Aware Accuracy Index (LAAI) for real-time effici…

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