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1. xai-rag xai-rag Public

   Explainable RAG — Production RAG with retrieval attribution, NLI faithfulness scoring, hybrid search + RRF, cross-encoder re-ranking, and RAGAS evaluation

   Python

2. rag_chatbot rag_chatbot Public

   RAG Chatbot with FastAPI and LangChain

   Jupyter Notebook

3. safespeech-indic-hate-mitigation safespeech-indic-hate-mitigation Public

   SafeSpeech pipeline for hate intensity classification, explanation, and mitigation in Indic social media text

   Jupyter Notebook

4. twitter_sentimental_analysis twitter_sentimental_analysis Public

   Sentiment Analysis is a term that you must have heard if you have been in the Tech field long enough. It is the process of predicting whether a piece of information (i.e. text, most commonly) indic…

   Python 2 2

5. healthcare_fraud_classification healthcare_fraud_classification Public

   End-to-end healthcare fraud detection pipeline: merge claims + beneficiary + provider data, perform EDA/feature engineering, and benchmark ML models (RF, LightGBM, DT, SVM, ANN) with cross-validation.

   Jupyter Notebook 1

6. quiz_app quiz_app Public

   HTML 2