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1. Amazon-Product-Review-Analysis Amazon-Product-Review-Analysis Public

   A comprehensive end-to-end pipeline for sentiment analysis on Amazon product reviews using both BERT and an LSTM model, followed by ad ranking logic to improve CTR. This project also demonstrates h…

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2. real-time-fraud-detection real-time-fraud-detection Public

   This project builds a real-time fraud detection pipeline using Kafka, Spark Streaming, and IsolationForest on the PaySim dataset. Suspicious transactions are flagged and visualized in Streamlit for…

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3. TelConnect-s-Customer-Churn-Prediction TelConnect-s-Customer-Churn-Prediction Public

   This project predicts churn for TelConnect using machine learning, identifying contract type, tenure, and payment method as key drivers. AdaBoost was the best model. A proactive retention strategy …

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4. Talking-Texts-Applying-NLP-Techniques-to-Decode-Conversations-in-Novels Talking-Texts-Applying-NLP-Techniques-to-Decode-Conversations-in-Novels Public

   "Talking Texts" uses advanced NLP to analyze dialogues in classic literature. Using spaCy and NLTK, the project applies tokenization, NER, dependency parsing, and lemmatization to explore narrative…

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5. Intelligent-Multiformat-Document-Summarization-QA Intelligent-Multiformat-Document-Summarization-QA Public

   This project offers document summarization and Q&A using Llama 3.1 (8B) on GroqCloud. It handles large PDFs, DOCX, and TXT files with regex-based redaction, and answers questions in real time—all t…

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