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1. sentiment-analysis-bert sentiment-analysis-bert Public

   A fine-tuned BERT-based sentiment analysis system that classifies text as positive or negative. The project includes a complete ML pipeline with training on IMDb dataset, FastAPI backend for real-t…

   Python

2. pdf-chat-assistant pdf-chat-assistant Public

   AI-powered document chat application built with Retrieval-Augmented Generation (RAG), enabling users to upload documents, extract relevant context, and ask natural language questions through an int…

   Python

3. production-cnn-mlops-pipeline production-cnn-mlops-pipeline Public

   End-to-end CNN MLOps pipeline with MLflow tracking, FastAPI deployment, and Docker.

   Python

4. production-ml-pipeline-house-prices production-ml-pipeline-house-prices Public

   End-to-end MLOps pipeline for house price prediction with multiple models, CI/CD, and API deployment.

   Python

5. statistical-ngram-text-generator statistical-ngram-text-generator Public

   Build unigram, bigram, and trigram models from text. Predict next words, generate sentences, and evaluate with perplexity using an interactive Python pipeline.

   Python