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1. DocuMind-AI-RAG-QA-System DocuMind-AI-RAG-QA-System Public

   Hybrid RAG-based document QA system using Ollama (local) and AWS Bedrock (Titan Embeddings, Nova Lite), with S3 integration, FastAPI backend, Gradio UI, and full MLOps pipeline (Docker, CI/CD, moni…

   Python

2. customer-bank-churn-prediction-mlops-pipeline customer-bank-churn-prediction-mlops-pipeline Public

   End-to-end MLOps project for bank customer churn prediction with CI/CD, monitoring, and Kubernetes deployment using MLflow, Flask, Docker, Jenkins, GitHub Actions, Prometheus, and Grafana.

   Jupyter Notebook

3. snowflake-end-to-end-ml-retail-analytics snowflake-end-to-end-ml-retail-analytics Public

   End-to-end retail analytics and ML pipeline using Snowflake, SQL, Snowpark, and Python for sales prediction and dashboard insights.

   Jupyter Notebook

4. LSTM-seq2seq-german-english-translation-pytorch LSTM-seq2seq-german-english-translation-pytorch Public

   PyTorch Seq2Seq LSTM model for German-to-English translation using the Multi30k dataset, including training, inference, BLEU evaluation, and visualization.

   Python

5. news-classification-nlp-pytorch news-classification-nlp-pytorch Public

   A PyTorch-based NLP project for classifying news articles into World, Sports, Business, and Sci/Tech using EmbeddingBag and torchtext.

   Python

6. AIAgent_Restaurant AIAgent_Restaurant Public

   RAG-based pizza restaurant chatbot that turns reviews into conversational insights using LLMs, embeddings, vector search, and ChromaDB

   Python