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This project leverages Vision Transformers (ViT) to build a scalable image retrieval system. Images are encoded into compact vectors and stored in MongoDB for efficient querying. Advanced indexing techniques like Product Quantization (PQ) and HNSW graph optimize retrieval for speed and memory. A Streamlit-based web app allows users to upload images

  • Updated Jan 9, 2025
  • Python

Alpha Quant is an AI-powered financial analysis platform that lets users track real-time stock performance, receive the latest news and sentiment, and gain intelligent insights, as well as analyze different stock performances. With LSTM-based price predictions and smart sentiment analysis, Alpha Quant brings cutting-edge AI to personal investing.

  • Updated Aug 10, 2025
  • Jupyter Notebook

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